Scope libsql routine status batch queries

Chore: Sync Main/Staging

.github/workflows/test.yml

@@ -12,6 +12,7 @@ jobs:
   tests:
     name: Tests (${{ matrix.name }})
     runs-on: ubuntu-latest
+    timeout-minutes: 45
     strategy:
       fail-fast: false
       matrix:
@@ -40,11 +41,14 @@ jobs:
       - name: Build WASM channels (for integration tests)
         run: ./scripts/build-wasm-extensions.sh --channels
       - name: Run Tests
-        run: cargo test ${{ matrix.flags }} -- --nocapture
+        run: |
+          timeout --signal=INT --kill-after=30s 40m \
+            cargo test ${{ matrix.flags }} -- --nocapture
 
   heavy-integration-tests:
     name: Heavy Integration Tests
     runs-on: ubuntu-latest
+    timeout-minutes: 20
     steps:
       - name: Checkout repository
         uses: actions/checkout@v6
@@ -58,9 +62,13 @@ jobs:
       - name: Build Telegram WASM channel
         run: cargo build --manifest-path channels-src/telegram/Cargo.toml --target wasm32-wasip2 --release
       - name: Run thread scheduling integration tests
-        run: cargo test --no-default-features --features libsql,integration --test e2e_thread_scheduling -- --nocapture
+        run: |
+          timeout --signal=INT --kill-after=30s 15m \
+            cargo test --no-default-features --features libsql,integration --test e2e_thread_scheduling -- --nocapture
       - name: Run Telegram thread-scope regression test
-        run: cargo test --features integration --test telegram_auth_integration test_private_messages_use_chat_id_as_thread_scope -- --exact
+        run: |
+          timeout --signal=INT --kill-after=30s 10m \
+            cargo test --features integration --test telegram_auth_integration test_private_messages_use_chat_id_as_thread_scope -- --exact
 
   telegram-tests:
     name: Telegram Channel Tests
@@ -68,6 +76,7 @@ jobs:
       github.event_name != 'pull_request' ||
       github.base_ref != 'staging'
     runs-on: ubuntu-latest
+    timeout-minutes: 15
     steps:
       - name: Checkout repository
         uses: actions/checkout@v6
@@ -75,7 +84,9 @@ jobs:
         uses: dtolnay/rust-toolchain@stable
       - uses: Swatinem/rust-cache@v2
       - name: Run Telegram Channel Tests
-        run: cargo test --manifest-path channels-src/telegram/Cargo.toml -- --nocapture
+        run: |
+          timeout --signal=INT --kill-after=30s 10m \
+            cargo test --manifest-path channels-src/telegram/Cargo.toml -- --nocapture
 
   windows-build:
     name: Windows Build (${{ matrix.name }})
@@ -110,6 +121,7 @@ jobs:
       github.event_name != 'pull_request' ||
       github.base_ref != 'staging'
     runs-on: ubuntu-latest
+    timeout-minutes: 30
     steps:
       - name: Checkout repository
         uses: actions/checkout@v6
@@ -125,7 +137,9 @@ jobs:
       - name: Build all WASM extensions against current WIT
         run: ./scripts/build-wasm-extensions.sh
       - name: Instantiation test (host linker compatibility)
-        run: cargo test --all-features wit_compat -- --nocapture
+        run: |
+          timeout --signal=INT --kill-after=30s 20m \
+            cargo test --all-features wit_compat -- --nocapture
 
   bench-compile:
     name: Benchmark Compilation

CHANGELOG.md

@@ -7,6 +7,138 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+## [0.22.0](https://github.com/nearai/ironclaw/compare/ironclaw-v0.21.0...ironclaw-v0.22.0) - 2026-03-25
+
+### Added
+
+- *(agent)* thread per-tool reasoning through provider, session, and all surfaces ([#1513](https://github.com/nearai/ironclaw/pull/1513))
+- *(cli)* show credential auth status in tool info ([#1572](https://github.com/nearai/ironclaw/pull/1572))
+- multi-tenant auth with per-user workspace isolation ([#1118](https://github.com/nearai/ironclaw/pull/1118))
+- *(cli)* add ironclaw models subcommands (list/status/set/set-provider) ([#1043](https://github.com/nearai/ironclaw/pull/1043))
+- *(workspace)* multi-scope workspace reads ([#1117](https://github.com/nearai/ironclaw/pull/1117))
+- *(ux)* complete UX overhaul — design system, onboarding, web polish ([#1277](https://github.com/nearai/ironclaw/pull/1277))
+- *(gemini_oauth)* full Gemini CLI OAuth integration with Cloud Code API ([#1356](https://github.com/nearai/ironclaw/pull/1356))
+- *(shell)* add Low/Medium/High risk levels for graduated command approval (closes #172) ([#368](https://github.com/nearai/ironclaw/pull/368))
+- *(agent)* queue and merge messages during active turns ([#1412](https://github.com/nearai/ironclaw/pull/1412))
+- *(cli)* add `ironclaw hooks list` subcommand ([#1023](https://github.com/nearai/ironclaw/pull/1023))
+- *(extensions)* support text setup fields in web configure modal ([#496](https://github.com/nearai/ironclaw/pull/496))
+- *(llm)* add GitHub Copilot as LLM provider ([#1512](https://github.com/nearai/ironclaw/pull/1512))
+- *(workspace)* layered memory with sensitivity-based privacy redirect ([#1112](https://github.com/nearai/ironclaw/pull/1112))
+- *(webhooks)* add public webhook trigger endpoint for routines ([#736](https://github.com/nearai/ironclaw/pull/736))
+- *(llm)* Add OpenAI Codex (ChatGPT subscription) as LLM provider ([#1461](https://github.com/nearai/ironclaw/pull/1461))
+- *(web)* add light theme with dark/light/system toggle ([#1457](https://github.com/nearai/ironclaw/pull/1457))
+- *(agent)* activate stuck_threshold for time-based stuck job detection ([#1234](https://github.com/nearai/ironclaw/pull/1234))
+- chat onboarding and routine advisor ([#927](https://github.com/nearai/ironclaw/pull/927))
+
+### Fixed
+
+- ensure LLM calls always end with user message (closes #763) ([#1259](https://github.com/nearai/ironclaw/pull/1259))
+- restore owner-scoped gateway startup ([#1625](https://github.com/nearai/ironclaw/pull/1625))
+- remove stale stream_token gate from channel-relay activation ([#1623](https://github.com/nearai/ironclaw/pull/1623))
+- *(agent)* case-insensitive channel match and user_id filter for event triggers ([#1211](https://github.com/nearai/ironclaw/pull/1211))
+- *(routines)* normalize status display across web and CLI ([#1469](https://github.com/nearai/ironclaw/pull/1469))
+- *(tunnel)* managed tunnels target wrong port and die from SIGPIPE ([#1093](https://github.com/nearai/ironclaw/pull/1093))
+- *(agent)* persist /model selection to .env, TOML, and DB ([#1581](https://github.com/nearai/ironclaw/pull/1581))
+- post-merge review sweep — 8 fixes across security, perf, and correctness ([#1550](https://github.com/nearai/ironclaw/pull/1550))
+- generate Mistral-compatible 9-char alphanumeric tool call IDs ([#1242](https://github.com/nearai/ironclaw/pull/1242))
+- *(mcp)* handle empty 202 notification acknowledgements ([#1539](https://github.com/nearai/ironclaw/pull/1539))
+- *(tests)* eliminate env mutex poison cascade ([#1558](https://github.com/nearai/ironclaw/pull/1558))
+- *(safety)* escape tool output XML content and remove misleading sanitized attr ([#1067](https://github.com/nearai/ironclaw/pull/1067))
+- *(oauth)* reject malformed ic2.* states in decode_hosted_oauth_state ([#1441](https://github.com/nearai/ironclaw/pull/1441)) ([#1454](https://github.com/nearai/ironclaw/pull/1454))
+- parameter coercion and validation for oneOf/anyOf/allOf schemas ([#1397](https://github.com/nearai/ironclaw/pull/1397))
+- persist startup-loaded MCP clients in ExtensionManager ([#1509](https://github.com/nearai/ironclaw/pull/1509))
+- *(deps)* patch rustls-webpki vulnerability (RUSTSEC-2026-0049)
+- *(routines)* add missing extension_manager field in trigger_manual EngineContext
+- *(ci)* serialize env-mutating OAuth wildcard tests with ENV_MUTEX ([#1280](https://github.com/nearai/ironclaw/pull/1280)) ([#1468](https://github.com/nearai/ironclaw/pull/1468))
+- *(setup)* remove redundant LLM config and API keys from bootstrap .env ([#1448](https://github.com/nearai/ironclaw/pull/1448))
+- resolve wasm broadcast merge conflicts with staging ([#395](https://github.com/nearai/ironclaw/pull/395)) ([#1460](https://github.com/nearai/ironclaw/pull/1460))
+- skip credential validation for Bedrock backend ([#1011](https://github.com/nearai/ironclaw/pull/1011))
+- register sandbox jobs in ContextManager for query tool visibility ([#1426](https://github.com/nearai/ironclaw/pull/1426))
+- prefer execution-local message routing metadata ([#1449](https://github.com/nearai/ironclaw/pull/1449))
+- *(security)* validate embedding base URLs to prevent SSRF ([#1221](https://github.com/nearai/ironclaw/pull/1221))
+- f32→f64 precision artifact in temperature causes provider 400 errors ([#1450](https://github.com/nearai/ironclaw/pull/1450))
+- *(routines)* surface errors when sandbox unavailable for full_job routines ([#769](https://github.com/nearai/ironclaw/pull/769))
+- restore libSQL vector search with dynamic dimensions ([#1393](https://github.com/nearai/ironclaw/pull/1393))
+- staging CI triage — consolidate retry parsing, fix flaky tests, add docs ([#1427](https://github.com/nearai/ironclaw/pull/1427))
+
+### Other
+
+- Merge branch 'main' into staging-promote/455f543b-23329172268
+- Merge pull request #1655 from nearai/codex/fix-staging-promotion-1451-version-bumps
+- Merge pull request #1499 from nearai/staging-promote/9603fefd-23364438978
+- Fix libsql prompt scope regressions ([#1651](https://github.com/nearai/ironclaw/pull/1651))
+- Normalize cron schedules on routine create ([#1648](https://github.com/nearai/ironclaw/pull/1648))
+- Fix MCP lifecycle trace user scope ([#1646](https://github.com/nearai/ironclaw/pull/1646))
+- Fix REPL single-message hang and cap CI test duration ([#1643](https://github.com/nearai/ironclaw/pull/1643))
+- extract AppEvent to crates/ironclaw_common ([#1615](https://github.com/nearai/ironclaw/pull/1615))
+- Fix hosted OAuth refresh via proxy ([#1602](https://github.com/nearai/ironclaw/pull/1602))
+- *(agent)* optimize approval thread resolution (UUID parsing + lock contention) ([#1592](https://github.com/nearai/ironclaw/pull/1592))
+- *(tools)* auto-compact WASM tool schemas, add descriptions, improve credential prompts ([#1525](https://github.com/nearai/ironclaw/pull/1525))
+- Default new lightweight routines to tools-enabled ([#1573](https://github.com/nearai/ironclaw/pull/1573))
+- Google OAuth URL broken when initiated from Telegram channel ([#1165](https://github.com/nearai/ironclaw/pull/1165))
+- add gitcgr code graph badge ([#1563](https://github.com/nearai/ironclaw/pull/1563))
+- Fix owner-scoped message routing fallbacks ([#1574](https://github.com/nearai/ironclaw/pull/1574))
+- *(tools)* remove unconditional params clone in shared execution (fix #893) ([#926](https://github.com/nearai/ironclaw/pull/926))
+- *(llm)* move transcription module into src/llm/ ([#1559](https://github.com/nearai/ironclaw/pull/1559))
+- *(agent)* avoid preview allocations for non-truncated strings (fix #894) ([#924](https://github.com/nearai/ironclaw/pull/924))
+- Expand AGENTS.md with coding agents guidance ([#1392](https://github.com/nearai/ironclaw/pull/1392))
+- Fix CI approval flows and stale fixtures ([#1478](https://github.com/nearai/ironclaw/pull/1478))
+- Use live owner tool scope for autonomous routines and jobs ([#1453](https://github.com/nearai/ironclaw/pull/1453))
+- use Arc in embedding cache to avoid clones on miss path ([#1438](https://github.com/nearai/ironclaw/pull/1438))
+- Add owner-scoped permissions for full-job routines ([#1440](https://github.com/nearai/ironclaw/pull/1440))
+
+## [0.21.0](https://github.com/nearai/ironclaw/compare/v0.20.0...v0.21.0) - 2026-03-20
+
+### Added
+
+- structured fallback deliverables for failed/stuck jobs ([#236](https://github.com/nearai/ironclaw/pull/236))
+- LRU embedding cache for workspace search ([#1423](https://github.com/nearai/ironclaw/pull/1423))
+- receive relay events via webhook callbacks ([#1254](https://github.com/nearai/ironclaw/pull/1254))
+
+### Fixed
+
+- bump Feishu channel version for promotion
+- *(approval)* make "always" auto-approve work for credentialed HTTP requests ([#1257](https://github.com/nearai/ironclaw/pull/1257))
+- skip NEAR AI session check when backend is not nearai ([#1413](https://github.com/nearai/ironclaw/pull/1413))
+
+### Other
+
+- Make hosted OAuth and MCP auth generic ([#1375](https://github.com/nearai/ironclaw/pull/1375))
+
+## [0.20.0](https://github.com/nearai/ironclaw/compare/v0.19.0...v0.20.0) - 2026-03-19
+
+### Added
+
+- *(self-repair)* wire stuck_threshold, store, and builder ([#712](https://github.com/nearai/ironclaw/pull/712))
+- *(testing)* add FaultInjector framework for StubLlm ([#1233](https://github.com/nearai/ironclaw/pull/1233))
+- *(gateway)* unified settings page with subtabs ([#1191](https://github.com/nearai/ironclaw/pull/1191))
+- upgrade MiniMax default model to M2.7 ([#1357](https://github.com/nearai/ironclaw/pull/1357))
+
+### Fixed
+
+- navigate telegram E2E tests to channels subtab ([#1408](https://github.com/nearai/ironclaw/pull/1408))
+- add missing `builder` field and update E2E extensions tab navigation ([#1400](https://github.com/nearai/ironclaw/pull/1400))
+- remove debug_assert guards that panic on valid error paths ([#1385](https://github.com/nearai/ironclaw/pull/1385))
+- address valid review comments from PR #1359 ([#1380](https://github.com/nearai/ironclaw/pull/1380))
+- full_job routine runs stay running until linked job completion ([#1374](https://github.com/nearai/ironclaw/pull/1374))
+- full_job routine concurrency tracks linked job lifetime ([#1372](https://github.com/nearai/ironclaw/pull/1372))
+- remove -x from coverage pytest to prevent suite-blocking failures ([#1360](https://github.com/nearai/ironclaw/pull/1360))
+- add debug_assert invariant guards to critical code paths ([#1312](https://github.com/nearai/ironclaw/pull/1312))
+- *(mcp)* retry after missing session id errors ([#1355](https://github.com/nearai/ironclaw/pull/1355))
+- *(telegram)* preserve polling after secret-blocked updates ([#1353](https://github.com/nearai/ironclaw/pull/1353))
+- *(llm)* cap retry-after delays ([#1351](https://github.com/nearai/ironclaw/pull/1351))
+- *(setup)* remove nonexistent webhook secret command hint ([#1349](https://github.com/nearai/ironclaw/pull/1349))
+- Rate limiter returns retry after None instead of a duration ([#1269](https://github.com/nearai/ironclaw/pull/1269))
+
+### Other
+
+- bump telegram channel version to 0.2.5 ([#1410](https://github.com/nearai/ironclaw/pull/1410))
+- *(ci)* enforce test requirement for state machine and resilience changes ([#1230](https://github.com/nearai/ironclaw/pull/1230)) ([#1304](https://github.com/nearai/ironclaw/pull/1304))
+- Fix duplicate LLM responses for matched event routines ([#1275](https://github.com/nearai/ironclaw/pull/1275))
+- add Japanese README ([#1306](https://github.com/nearai/ironclaw/pull/1306))
+- *(ci)* add coverage gates via codecov.yml ([#1228](https://github.com/nearai/ironclaw/pull/1228)) ([#1291](https://github.com/nearai/ironclaw/pull/1291))
+- Redesign routine create requests for LLMs ([#1147](https://github.com/nearai/ironclaw/pull/1147))
+
 ## [0.19.0](https://github.com/nearai/ironclaw/compare/v0.18.0...v0.19.0) - 2026-03-17
 
 ### Added

Cargo.lock

@@ -2323,7 +2323,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
 dependencies = [
  "libc",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -3390,7 +3390,7 @@ dependencies = [
 
 [[package]]
 name = "ironclaw"
-version = "0.19.0"
+version = "0.22.0"
 dependencies = [
  "aes-gcm",
  "aho-corasick",
@@ -3496,7 +3496,7 @@ dependencies = [
 
 [[package]]
 name = "ironclaw_safety"
-version = "0.1.0"
+version = "0.2.0"
 dependencies = [
  "aho-corasick",
  "regex",
@@ -5481,7 +5481,7 @@ dependencies = [
  "errno",
  "libc",
  "linux-raw-sys 0.12.1",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -6388,7 +6388,7 @@ dependencies = [
  "getrandom 0.4.2",
  "once_cell",
  "rustix 1.1.4",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]

Cargo.toml

@@ -20,7 +20,7 @@ exclude = [
 
 [package]
 name = "ironclaw"
-version = "0.19.0"
+version = "0.22.0"
 edition = "2024"
 rust-version = "1.92"
 description = "Secure personal AI assistant that protects your data and expands its capabilities on the fly"
@@ -104,7 +104,7 @@ cron = "0.13"
 ironclaw_common = { path = "crates/ironclaw_common", version = "0.1.0" }
 
 # Safety/sanitization
-ironclaw_safety = { path = "crates/ironclaw_safety", version = "0.1.0" }
+ironclaw_safety = { path = "crates/ironclaw_safety", version = "0.2.0" }
 regex = "1"
 aho-corasick = "1"
 

crates/ironclaw_common/Cargo.toml

@@ -8,7 +8,6 @@ authors = ["NEAR AI <[email protected]>"]
 license = "MIT OR Apache-2.0"
 homepage = "https://github.com/nearai/ironclaw"
 repository = "https://github.com/nearai/ironclaw"
-publish = false
 
 [package.metadata.dist]
 dist = false

crates/ironclaw_safety/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "ironclaw_safety"
-version = "0.1.0"
+version = "0.2.0"
 edition = "2024"
 rust-version = "1.92"
 description = "Prompt injection defense, input validation, secret leak detection, and safety policy enforcement"
@@ -8,7 +8,6 @@ authors = ["NEAR AI <[email protected]>"]
 license = "MIT OR Apache-2.0"
 homepage = "https://github.com/nearai/ironclaw"
 repository = "https://github.com/nearai/ironclaw"
-publish = false
 
 [package.metadata.dist]
 dist = false

registry/channels/feishu.json

@@ -2,7 +2,7 @@
   "name": "feishu",
   "display_name": "Feishu / Lark Channel",
   "kind": "channel",
-  "version": "0.1.1",
+  "version": "0.1.3",
   "wit_version": "0.3.0",
   "description": "Talk to your agent through a Feishu or Lark bot",
   "keywords": [
@@ -19,8 +19,8 @@
   },
   "artifacts": {
     "wasm32-wasip2": {
-      "sha256": "5fca74022264d1c8e78a0853766276f7ffa3cf0d8065b2f51ca10985acad4714",
-      "url": "https://github.com/nearai/ironclaw/releases/download/v0.19.0/channel-feishu-0.1.1-wasm32-wasip2.tar.gz"
+      "sha256": "a66ff0dafb67d2216d8161bb7e96e724a94acb0ab993b85d2782d30412f8fe94",
+      "url": "https://github.com/nearai/ironclaw/releases/download/ironclaw-v0.22.0/channel-feishu-0.1.3-wasm32-wasip2.tar.gz"
     }
   },
   "auth_summary": {

registry/channels/telegram.json

@@ -18,8 +18,8 @@
   },
   "artifacts": {
     "wasm32-wasip2": {
-      "url": "https://github.com/nearai/ironclaw/releases/download/v0.19.0/channel-telegram-0.2.4-wasm32-wasip2.tar.gz",
-      "sha256": "a7cb300ec1c946831cfceaa95c1dc8f30d0f42a3924f3cb5de8098821573f4b8"
+      "url": "https://github.com/nearai/ironclaw/releases/download/v0.20.0/channel-telegram-0.2.5-wasm32-wasip2.tar.gz",
+      "sha256": "1ef20a538f55b379e049356e4d6758006251846bc3365ceaa1c87eba8379a329"
     }
   },
   "auth_summary": {

registry/tools/github.json

@@ -2,7 +2,7 @@
   "name": "github",
   "display_name": "GitHub",
   "kind": "tool",
-  "version": "0.2.1",
+  "version": "0.2.2",
   "wit_version": "0.3.0",
   "description": "GitHub integration for issues, PRs, repos, and code search",
   "keywords": [
@@ -19,8 +19,8 @@
   },
   "artifacts": {
     "wasm32-wasip2": {
-      "url": "https://github.com/nearai/ironclaw/releases/download/v0.19.0/tool-github-0.2.1-wasm32-wasip2.tar.gz",
-      "sha256": "92c530b3ad172e2372d819744b5233f1d8f65768e26eb5a6c213eba3ce1de758"
+      "url": "https://github.com/nearai/ironclaw/releases/download/ironclaw-v0.22.0/tool-github-0.2.2-wasm32-wasip2.tar.gz",
+      "sha256": "70b55af593193d8fa495c0f702ea23284d83a624124f8a5f7564916ec5032c3f"
     }
   },
   "auth_summary": {

registry/tools/gmail.json

@@ -2,7 +2,7 @@
   "name": "gmail",
   "display_name": "Gmail",
   "kind": "tool",
-  "version": "0.2.0",
+  "version": "0.2.1",
   "wit_version": "0.3.0",
   "description": "Read, send, and manage Gmail messages and threads",
   "keywords": [
@@ -18,8 +18,8 @@
   },
   "artifacts": {
     "wasm32-wasip2": {
-      "url": "https://github.com/nearai/ironclaw/releases/download/v0.18.0/gmail-0.2.0-wasm32-wasip2.tar.gz",
-      "sha256": "ee9574e02e92bc1d481f1310eb88afd99ee52bf6971074ab33bd76bf99b34b1d"
+      "url": "https://github.com/nearai/ironclaw/releases/download/ironclaw-v0.22.0/tool-gmail-0.2.1-wasm32-wasip2.tar.gz",
+      "sha256": "79025b40ee70ce1120acc4320bae50da095d7afb0ef67bd56d99b064b72ea779"
     }
   },
   "auth_summary": {

registry/tools/google-calendar.json

@@ -2,7 +2,7 @@
   "name": "google-calendar",
   "display_name": "Google Calendar",
   "kind": "tool",
-  "version": "0.2.0",
+  "version": "0.2.1",
   "wit_version": "0.3.0",
   "description": "Create, read, update, and delete Google Calendar events",
   "keywords": [
@@ -18,8 +18,8 @@
   },
   "artifacts": {
     "wasm32-wasip2": {
-      "url": "https://github.com/nearai/ironclaw/releases/download/v0.18.0/google-calendar-0.2.0-wasm32-wasip2.tar.gz",
-      "sha256": "2fa47150ea222e787c122182ad6f4dfa2ffaf5fe490d05e8de887a76445f8d2d"
+      "url": "https://github.com/nearai/ironclaw/releases/download/ironclaw-v0.22.0/tool-google-calendar-0.2.1-wasm32-wasip2.tar.gz",
+      "sha256": "86bcc075010b08f5ab2f98f504cec1c6c9e0ca144857d185cbecf72a11f504bf"
     }
   },
   "auth_summary": {

registry/tools/google-docs.json

@@ -2,7 +2,7 @@
   "name": "google-docs",
   "display_name": "Google Docs",
   "kind": "tool",
-  "version": "0.2.0",
+  "version": "0.2.1",
   "wit_version": "0.3.0",
   "description": "Create and edit Google Docs documents",
   "keywords": [
@@ -18,8 +18,8 @@
   },
   "artifacts": {
     "wasm32-wasip2": {
-      "url": "https://github.com/nearai/ironclaw/releases/download/v0.18.0/google-docs-0.2.0-wasm32-wasip2.tar.gz",
-      "sha256": "40e134a1c1564f832ca861c3396895d4e33ec67b99313fc1f97baf8d971423a9"
+      "url": "https://github.com/nearai/ironclaw/releases/download/ironclaw-v0.22.0/tool-google-docs-0.2.1-wasm32-wasip2.tar.gz",
+      "sha256": "39d476029764949498a53a6a223f9952b5f4df151be7b8b19bf3fe4d401a57cd"
     }
   },
   "auth_summary": {

registry/tools/google-drive.json

@@ -2,7 +2,7 @@
   "name": "google-drive",
   "display_name": "Google Drive",
   "kind": "tool",
-  "version": "0.2.0",
+  "version": "0.2.1",
   "wit_version": "0.3.0",
   "description": "Upload, download, search, and manage Google Drive files and folders",
   "keywords": [
@@ -18,8 +18,8 @@
   },
   "artifacts": {
     "wasm32-wasip2": {
-      "url": "https://github.com/nearai/ironclaw/releases/download/v0.18.0/google-drive-0.2.0-wasm32-wasip2.tar.gz",
-      "sha256": "002a341a1d58125563a7c69561b26fbc2629b04ea723cade744102bdc0fbb71f"
+      "url": "https://github.com/nearai/ironclaw/releases/download/ironclaw-v0.22.0/tool-google-drive-0.2.1-wasm32-wasip2.tar.gz",
+      "sha256": "6e9a700fab93865c852af718666af64c5b534ad6a419fb4b736e07740188f494"
     }
   },
   "auth_summary": {

registry/tools/google-sheets.json

@@ -2,7 +2,7 @@
   "name": "google-sheets",
   "display_name": "Google Sheets",
   "kind": "tool",
-  "version": "0.2.0",
+  "version": "0.2.1",
   "wit_version": "0.3.0",
   "description": "Read and write Google Sheets spreadsheet data",
   "keywords": [
@@ -18,8 +18,8 @@
   },
   "artifacts": {
     "wasm32-wasip2": {
-      "url": "https://github.com/nearai/ironclaw/releases/download/v0.18.0/google-sheets-0.2.0-wasm32-wasip2.tar.gz",
-      "sha256": "8aa2c9d52f033edea3a6c2311b0ec694ccb6d0a54ef07e94d72bf8be1ce8009a"
+      "url": "https://github.com/nearai/ironclaw/releases/download/ironclaw-v0.22.0/tool-google-sheets-0.2.1-wasm32-wasip2.tar.gz",
+      "sha256": "1f8c381799a916be83263cac9d497d52946e21b1b588592a3a42ca94a73b7051"
     }
   },
   "auth_summary": {

registry/tools/google-slides.json

@@ -2,7 +2,7 @@
   "name": "google-slides",
   "display_name": "Google Slides",
   "kind": "tool",
-  "version": "0.2.0",
+  "version": "0.2.1",
   "wit_version": "0.3.0",
   "description": "Create and edit Google Slides presentations",
   "keywords": [
@@ -17,8 +17,8 @@
   },
   "artifacts": {
     "wasm32-wasip2": {
-      "url": "https://github.com/nearai/ironclaw/releases/download/v0.18.0/google-slides-0.2.0-wasm32-wasip2.tar.gz",
-      "sha256": "e931a97d4fd0b0b938e464dc7c7f2be6ea6b4d1508f5ea3cd931d44db23f05f5"
+      "url": "https://github.com/nearai/ironclaw/releases/download/ironclaw-v0.22.0/tool-google-slides-0.2.1-wasm32-wasip2.tar.gz",
+      "sha256": "e2528be5da02f1b8cfc8ee9b0cdd849516c53d412e2f75c6175b3bded7f512cb"
     }
   },
   "auth_summary": {

registry/tools/llm-context.json

@@ -2,7 +2,7 @@
   "name": "llm-context",
   "display_name": "LLM Context",
   "kind": "tool",
-  "version": "0.1.0",
+  "version": "0.1.1",
   "wit_version": "0.3.0",
   "description": "Fetch pre-extracted web content from Brave Search for grounding LLM answers (RAG, fact-checking)",
   "keywords": [
@@ -21,8 +21,8 @@
   },
   "artifacts": {
     "wasm32-wasip2": {
-      "url": "https://github.com/nearai/ironclaw/releases/download/v0.19.0/tool-llm-context-0.1.0-wasm32-wasip2.tar.gz",
-      "sha256": "d9ced2b1226b879135891e0ee40e072c7c95412e1b2462925a23853e1f92497e"
+      "url": "https://github.com/nearai/ironclaw/releases/download/ironclaw-v0.22.0/tool-llm-context-0.1.1-wasm32-wasip2.tar.gz",
+      "sha256": "9b19e2fd05dbbbe3c8bd55309a91db09124e8415eb0f767828b6e10b55771e63"
     }
   },
   "auth_summary": {

registry/tools/slack.json

@@ -2,7 +2,7 @@
   "name": "slack-tool",
   "display_name": "Slack Tool",
   "kind": "tool",
-  "version": "0.2.0",
+  "version": "0.2.1",
   "wit_version": "0.3.0",
   "description": "Your agent uses Slack to post and read messages in your workspace",
   "keywords": [
@@ -17,8 +17,8 @@
   },
   "artifacts": {
     "wasm32-wasip2": {
-      "url": "https://github.com/nearai/ironclaw/releases/download/v0.19.0/tool-slack-0.2.0-wasm32-wasip2.tar.gz",
-      "sha256": "ccfb0415d7a04f9497726c712d15216de36e86f498b849101283c017f5ab4efb"
+      "url": "https://github.com/nearai/ironclaw/releases/download/ironclaw-v0.22.0/tool-slack-0.2.1-wasm32-wasip2.tar.gz",
+      "sha256": "927519e5b7734beeb022d3b8bbd152e0e6b9f67c9452a8ad47809d3c4221a137"
     }
   },
   "auth_summary": {

registry/tools/telegram.json

@@ -2,7 +2,7 @@
   "name": "telegram-mtproto",
   "display_name": "Telegram Tool",
   "kind": "tool",
-  "version": "0.2.0",
+  "version": "0.2.1",
   "wit_version": "0.3.0",
   "description": "Your agent uses your Telegram account to read and send messages",
   "keywords": [
@@ -18,8 +18,8 @@
   },
   "artifacts": {
     "wasm32-wasip2": {
-      "url": "https://github.com/nearai/ironclaw/releases/download/v0.19.0/tool-telegram-0.2.0-wasm32-wasip2.tar.gz",
-      "sha256": "c17065ca41fae5f2a7c43b36144686718cd310a2f22442313bb1aa82bbad0ae4"
+      "url": "https://github.com/nearai/ironclaw/releases/download/ironclaw-v0.22.0/tool-telegram-0.2.1-wasm32-wasip2.tar.gz",
+      "sha256": "1e57d0755fc9c7b3ec013d079f30168898b484a6919f9edd105f0cd80131c1cd"
     }
   },
   "auth_summary": {

registry/tools/web-search.json

@@ -2,7 +2,7 @@
   "name": "web-search",
   "display_name": "Web Search",
   "kind": "tool",
-  "version": "0.2.1",
+  "version": "0.2.2",
   "wit_version": "0.3.0",
   "description": "Search the web using Brave Search API",
   "keywords": [
@@ -18,8 +18,8 @@
   },
   "artifacts": {
     "wasm32-wasip2": {
-      "url": "https://github.com/nearai/ironclaw/releases/download/v0.19.0/tool-web-search-0.2.1-wasm32-wasip2.tar.gz",
-      "sha256": "bad275ca4ec314adea5241d6b92c44ccf9cebcbca8e30ba2493cc0bcb4b57218"
+      "url": "https://github.com/nearai/ironclaw/releases/download/ironclaw-v0.22.0/tool-web-search-0.2.2-wasm32-wasip2.tar.gz",
+      "sha256": "47382b50c1ea7525b20d59dc02fab04e336d018665826c2f24710bdf460779ae"
     }
   },
   "auth_summary": {

release-plz.toml

@@ -1,7 +1,2 @@
 [workspace]
 git_release_enable = false
-
-[[package]]
-name = "ironclaw_safety"
-publish = false
-release = false

src/agent/agent_loop.rs

@@ -13,9 +13,10 @@ use futures::StreamExt;
 use uuid::Uuid;
 
 use crate::agent::context_monitor::ContextMonitor;
-use crate::agent::heartbeat::spawn_heartbeat;
+use crate::agent::heartbeat::{spawn_heartbeat, spawn_multi_user_heartbeat};
 use crate::agent::routine_engine::{RoutineEngine, spawn_cron_ticker};
 use crate::agent::self_repair::{DefaultSelfRepair, RepairResult, SelfRepair};
+use crate::agent::session::ThreadState;
 use crate::agent::session_manager::SessionManager;
 use crate::agent::submission::{Submission, SubmissionParser, SubmissionResult};
 use crate::agent::{HeartbeatConfig as AgentHeartbeatConfig, Router, Scheduler, SchedulerDeps};
@@ -84,6 +85,15 @@ fn resolve_owner_scope_notification_user(
     trimmed_option(explicit_user).or_else(|| trimmed_option(owner_fallback))
 }
 
+fn is_single_message_repl(message: &IncomingMessage) -> bool {
+    message.channel == "repl"
+        && message
+            .metadata
+            .get("single_message_mode")
+            .and_then(|value| value.as_bool())
+            .unwrap_or(false)
+}
+
 async fn resolve_channel_notification_user(
     extension_manager: Option<&Arc<ExtensionManager>>,
     channel: Option<&str>,
@@ -172,6 +182,8 @@ pub struct AgentDeps {
     /// Resolved LLM backend identifier (e.g., "nearai", "openai", "groq").
     /// Used by `/model` persistence to determine which env var to update.
     pub llm_backend: String,
+    /// Per-tenant rate limiting registry (lazily creates rate state per user).
+    pub tenant_rates: Arc<crate::tenant::TenantRateRegistry>,
 }
 
 /// The main agent that coordinates all components.
@@ -234,7 +246,10 @@ impl Agent {
             SchedulerDeps {
                 tools: deps.tools.clone(),
                 extension_manager: deps.extension_manager.clone(),
-                store: deps.store.clone(),
+                store: deps
+                    .store
+                    .as_ref()
+                    .map(|db| crate::tenant::AdminScope::new(Arc::clone(db))),
                 hooks: deps.hooks.clone(),
             },
         );
@@ -315,6 +330,50 @@ impl Agent {
         &self.deps.cost_guard
     }
 
+    /// Build a tenant-scoped execution context for the given user.
+    ///
+    /// This is the standard entry point for per-user operations. The returned
+    /// [`TenantCtx`] provides a [`TenantScope`] that auto-binds `user_id` on
+    /// every database operation and a per-user rate limiter.
+    pub(super) async fn tenant_ctx(&self, user_id: &str) -> crate::tenant::TenantCtx {
+        let rate = self.deps.tenant_rates.get_or_create(user_id).await;
+
+        let store = self
+            .deps
+            .store
+            .as_ref()
+            .map(|db| crate::tenant::TenantScope::new(user_id, Arc::clone(db)));
+
+        // Reuse the owner workspace if user matches, otherwise create per-user.
+        let workspace = match &self.deps.workspace {
+            Some(ws) if ws.user_id() == user_id => Some(Arc::clone(ws)),
+            _ => self
+                .deps
+                .store
+                .as_ref()
+                .map(|db| Arc::new(Workspace::new_with_db(user_id, Arc::clone(db)))),
+        };
+
+        crate::tenant::TenantCtx::new(
+            user_id,
+            store,
+            workspace,
+            Arc::clone(&self.deps.cost_guard),
+            rate,
+        )
+    }
+
+    /// Get an admin-scoped database accessor for cross-tenant operations.
+    ///
+    /// Only for system-level components (heartbeat, routine engine, self-repair,
+    /// scheduler). Handler code should use [`tenant_ctx()`](Self::tenant_ctx) instead.
+    pub(super) fn admin_store(&self) -> Option<crate::tenant::AdminScope> {
+        self.deps
+            .store
+            .as_ref()
+            .map(|db| crate::tenant::AdminScope::new(Arc::clone(db)))
+    }
+
     pub(super) fn skill_registry(&self) -> Option<&Arc<std::sync::RwLock<SkillRegistry>>> {
         self.deps.skill_registry.as_ref()
     }
@@ -400,8 +459,8 @@ impl Agent {
             self.config.stuck_threshold,
             self.config.max_repair_attempts,
         );
-        if let Some(ref store) = self.deps.store {
-            self_repair = self_repair.with_store(Arc::clone(store));
+        if let Some(admin) = self.admin_store() {
+            self_repair = self_repair.with_store(admin);
         }
         if let Some(ref builder) = self.deps.builder {
             self_repair = self_repair.with_builder(Arc::clone(builder), Arc::clone(self.tools()));
@@ -508,6 +567,7 @@ impl Agent {
                         .with_interval(std::time::Duration::from_secs(hb_config.interval_secs));
                     config.quiet_hours_start = hb_config.quiet_hours_start;
                     config.quiet_hours_end = hb_config.quiet_hours_end;
+                    config.multi_tenant = hb_config.multi_tenant;
                     config.timezone = hb_config
                         .timezone
                         .clone()
@@ -537,30 +597,52 @@ impl Agent {
                     .await;
                     let notify_user = heartbeat_notify_user;
                     let channels = self.channels.clone();
+                    let is_multi_tenant = hb_config.multi_tenant;
                     tokio::spawn(async move {
                         while let Some(response) = notify_rx.recv().await {
+                            // In multi-tenant mode, extract the owning user_id from
+                            // the response metadata so notifications reach the
+                            // correct user rather than the agent's owner.
+                            // This intentionally overrides the configured notify_target
+                            // because each user's heartbeat should notify that user.
+                            let effective_user = if is_multi_tenant {
+                                response
+                                    .metadata
+                                    .get("owner_id")
+                                    .and_then(|v| v.as_str())
+                                    .map(String::from)
+                            } else {
+                                None
+                            };
+
                             // Try the configured channel first, fall back to
                             // broadcasting on all channels.
-                            let targeted_ok = if let Some(ref channel) = notify_channel
-                                && let Some(ref user) = notify_target
-                            {
-                                channels
-                                    .broadcast(channel, user, response.clone())
-                                    .await
-                                    .is_ok()
+                            let targeted_ok = if let Some(ref channel) = notify_channel {
+                                let target = effective_user.as_deref().or(notify_target.as_deref());
+                                if let Some(user) = target {
+                                    channels
+                                        .broadcast(channel, user, response.clone())
+                                        .await
+                                        .is_ok()
+                                } else {
+                                    false
+                                }
                             } else {
                                 false
                             };
 
-                            if !targeted_ok && let Some(ref user) = notify_user {
-                                let results = channels.broadcast_all(user, response).await;
-                                for (ch, result) in results {
-                                    if let Err(e) = result {
-                                        tracing::warn!(
-                                            "Failed to broadcast heartbeat to {}: {}",
-                                            ch,
-                                            e
-                                        );
+                            if !targeted_ok {
+                                let fallback = effective_user.as_deref().or(notify_user.as_deref());
+                                if let Some(user) = fallback {
+                                    let results = channels.broadcast_all(user, response).await;
+                                    for (ch, result) in results {
+                                        if let Err(e) = result {
+                                            tracing::warn!(
+                                                "Failed to broadcast heartbeat to {}: {}",
+                                                ch,
+                                                e
+                                            );
+                                        }
                                     }
                                 }
                             }
@@ -573,14 +655,29 @@ impl Agent {
                         .map(|h| h.to_workspace_config())
                         .unwrap_or_default();
 
-                    Some(spawn_heartbeat(
-                        config,
-                        hygiene,
-                        workspace.clone(),
-                        self.cheap_llm().clone(),
-                        Some(notify_tx),
-                        self.store().map(Arc::clone),
-                    ))
+                    if config.multi_tenant {
+                        if let Some(admin) = self.admin_store() {
+                            Some(spawn_multi_user_heartbeat(
+                                config,
+                                hygiene,
+                                self.cheap_llm().clone(),
+                                Some(notify_tx),
+                                admin,
+                            ))
+                        } else {
+                            tracing::warn!("Multi-tenant heartbeat requires a database store");
+                            None
+                        }
+                    } else {
+                        Some(spawn_heartbeat(
+                            config,
+                            hygiene,
+                            workspace.clone(),
+                            self.cheap_llm().clone(),
+                            Some(notify_tx),
+                            self.admin_store(),
+                        ))
+                    }
                 } else {
                     tracing::warn!("Heartbeat enabled but no workspace available");
                     None
@@ -602,7 +699,7 @@ impl Agent {
 
                     let engine = Arc::new(RoutineEngine::new(
                         rt_config.clone(),
-                        Arc::clone(store),
+                        crate::tenant::AdminScope::new(Arc::clone(store)),
                         self.llm().clone(),
                         Arc::clone(workspace),
                         notify_tx,
@@ -1140,9 +1237,14 @@ impl Agent {
             && let Submission::UserInput { ref content } = submission
             && let Some(engine) = self.routine_engine().await
         {
+            let single_message_repl = is_single_message_repl(message);
             // Use post-hook content so that BeforeInbound hooks that rewrite
             // input are respected by event trigger matching.
-            let fired = engine.check_event_triggers(message, content).await;
+            let fired = if single_message_repl {
+                engine.check_event_triggers_and_wait(message, content).await
+            } else {
+                engine.check_event_triggers(message, content).await
+            };
             if fired > 0 {
                 tracing::debug!(
                     channel = %message.channel,
@@ -1150,15 +1252,30 @@ impl Agent {
                     fired,
                     "Consumed inbound user message with matching event-triggered routine(s)"
                 );
-                return Ok(Some(String::new()));
+                return if single_message_repl {
+                    Ok(None)
+                } else {
+                    Ok(Some(String::new()))
+                };
             }
         }
 
+        // Build per-tenant execution context once; threaded through all handlers.
+        let tenant = self.tenant_ctx(&message.user_id).await;
+
+        let session_for_empty_exit = Arc::clone(&session);
+
         // Process based on submission type
         let result = match submission {
             Submission::UserInput { content } => {
                 let mut result = self
-                    .process_user_input(message, session.clone(), thread_id, &content)
+                    .process_user_input(
+                        message,
+                        tenant.clone(),
+                        session.clone(),
+                        thread_id,
+                        &content,
+                    )
                     .await;
 
                 // Drain any messages queued during processing.
@@ -1225,7 +1342,13 @@ impl Agent {
                     let mut queued_msg = message.clone();
                     queued_msg.attachments.clear();
                     result = self
-                        .process_user_input(&queued_msg, session.clone(), thread_id, &next_content)
+                        .process_user_input(
+                            &queued_msg,
+                            tenant.clone(),
+                            session.clone(),
+                            thread_id,
+                            &next_content,
+                        )
                         .await;
 
                     // If processing failed, re-queue the drained content so it
@@ -1263,11 +1386,17 @@ impl Agent {
                         SubmissionResult::Error { message } => {
                             Ok(Some(format!("Error: {}", message)))
                         }
-                        _ => Ok(Some(String::new())),
+                        _ => {
+                            if is_single_message_repl(message) {
+                                Ok(None)
+                            } else {
+                                Ok(Some(String::new()))
+                            }
+                        }
                     };
                 }
                 // Authorization checks (including restart channel check) are enforced in handle_system_command
-                self.handle_system_command(&command, &args, &message.channel)
+                self.handle_system_command(&command, &args, &message.channel, &tenant)
                     .await
             }
             Submission::Undo => self.process_undo(session, thread_id).await,
@@ -1280,12 +1409,9 @@ impl Agent {
             Submission::Summarize => self.process_summarize(session, thread_id).await,
             Submission::Suggest => self.process_suggest(session, thread_id).await,
             Submission::JobStatus { job_id } => {
-                self.process_job_status(&message.user_id, job_id.as_deref())
-                    .await
-            }
-            Submission::JobCancel { job_id } => {
-                self.process_job_cancel(&message.user_id, &job_id).await
+                self.process_job_status(&tenant, job_id.as_deref()).await
             }
+            Submission::JobCancel { job_id } => self.process_job_cancel(&tenant, &job_id).await,
             Submission::Quit => return Ok(None),
             Submission::SwitchThread { thread_id: target } => {
                 self.process_switch_thread(message, target).await
@@ -1325,7 +1451,26 @@ impl Agent {
                     Ok(Some(content))
                 }
             }
-            SubmissionResult::Ok { message } => Ok(message),
+            SubmissionResult::Ok {
+                message: output_message,
+            } => {
+                let should_exit =
+                    if output_message.as_deref() == Some("") && is_single_message_repl(message) {
+                        let sess = session_for_empty_exit.lock().await;
+                        sess.threads
+                            .get(&thread_id)
+                            .map(|thread| thread.state != ThreadState::AwaitingApproval)
+                            .unwrap_or(true)
+                    } else {
+                        false
+                    };
+
+                if should_exit {
+                    Ok(None)
+                } else {
+                    Ok(output_message)
+                }
+            }
             SubmissionResult::Error { message } => Ok(Some(format!("Error: {}", message))),
             SubmissionResult::Interrupted => Ok(Some("Interrupted.".into())),
             SubmissionResult::NeedApproval { .. } => {
@@ -1341,7 +1486,7 @@ impl Agent {
 #[cfg(test)]
 mod tests {
     use super::{
-        chat_tool_execution_metadata, resolve_routine_notification_user,
+        chat_tool_execution_metadata, is_single_message_repl, resolve_routine_notification_user,
         should_fallback_routine_notification, truncate_for_preview,
     };
     use crate::channels::IncomingMessage;
@@ -1503,4 +1648,17 @@ mod tests {
 
         assert!(should_fallback_routine_notification(&error)); // safety: test-only assertion
     }
+
+    #[test]
+    fn single_message_repl_detection_requires_repl_channel_and_metadata_flag() {
+        let repl = IncomingMessage::new("repl", "owner-scope", "hello")
+            .with_metadata(serde_json::json!({ "single_message_mode": true }));
+        let gateway = IncomingMessage::new("gateway", "owner-scope", "hello")
+            .with_metadata(serde_json::json!({ "single_message_mode": true }));
+        let plain_repl = IncomingMessage::new("repl", "owner-scope", "hello");
+
+        assert!(is_single_message_repl(&repl)); // safety: test-only assertion
+        assert!(!is_single_message_repl(&gateway)); // safety: test-only assertion
+        assert!(!is_single_message_repl(&plain_repl)); // safety: test-only assertion
+    }
 }

src/agent/agentic_loop.rs

@@ -10,7 +10,7 @@ use std::borrow::Cow;
 
 use crate::agent::session::PendingApproval;
 use crate::error::Error;
-use crate::llm::{ChatMessage, Reasoning, ReasoningContext, RespondResult};
+use crate::llm::{ChatMessage, FinishReason, Reasoning, ReasoningContext, RespondResult};
 
 /// Signal from the delegate indicating how the loop should proceed.
 pub enum LoopSignal {
@@ -134,6 +134,9 @@ pub async fn run_agentic_loop(
     config: &AgenticLoopConfig,
 ) -> Result<LoopOutcome, Error> {
     let mut consecutive_tool_intent_nudges: u32 = 0;
+    // Accumulates across all iterations (not reset by text responses) so
+    // non-consecutive truncations still escalate to force_text.
+    let mut truncation_count: u32 = 0;
 
     for iteration in 1..=config.max_iterations {
         // Check for external signals (stop, cancellation, user messages)
@@ -215,7 +218,35 @@ pub async fn run_agentic_loop(
                 tool_calls,
                 content,
             } => {
+                // If the response was truncated, tool call parameters are likely
+                // incomplete. Discard them and tell the LLM to try a different
+                // approach rather than executing malformed tool calls.
+                if output.finish_reason == FinishReason::Length {
+                    truncation_count += 1;
+                    let names: Vec<&str> = tool_calls.iter().map(|tc| tc.name.as_str()).collect();
+                    tracing::warn!(
+                        iteration,
+                        tools = ?names,
+                        truncation_count,
+                        "Discarding truncated tool calls (finish_reason=Length)"
+                    );
+                    if let Some(ref text) = content {
+                        reason_ctx.messages.push(ChatMessage::assistant(text));
+                    }
+                    reason_ctx
+                        .messages
+                        .push(ChatMessage::user(crate::llm::TRUNCATED_TOOL_CALL_NOTICE));
+                    // After repeated truncations, force text-only mode so the LLM
+                    // stops attempting tool calls it can't fit in the output budget.
+                    if truncation_count >= 3 {
+                        reason_ctx.force_text = true;
+                    }
+                    delegate.after_iteration(iteration).await;
+                    continue;
+                }
+
                 consecutive_tool_intent_nudges = 0;
+                truncation_count = 0;
 
                 if let Some(outcome) = delegate
                     .execute_tool_calls(tool_calls, content, reason_ctx)
@@ -271,6 +302,7 @@ mod tests {
         RespondOutput {
             result: RespondResult::Text(text.to_string()),
             usage: zero_usage(),
+            finish_reason: FinishReason::Stop,
         }
     }
 
@@ -281,6 +313,7 @@ mod tests {
                 content: None,
             },
             usage: zero_usage(),
+            finish_reason: FinishReason::ToolUse,
         }
     }
 
@@ -622,4 +655,95 @@ mod tests {
         let result = truncate_for_preview("café", 4);
         assert_eq!(result, "caf...");
     }
+
+    #[tokio::test]
+    async fn test_truncated_tool_calls_discarded_on_length() {
+        let truncated_tool_call = ToolCall {
+            id: "call_1".to_string(),
+            name: "memory_write".to_string(),
+            arguments: serde_json::json!({}), // empty — truncated
+            reasoning: None,
+        };
+        let truncated_output = RespondOutput {
+            result: RespondResult::ToolCalls {
+                tool_calls: vec![truncated_tool_call],
+                content: Some("I'll write the report.".to_string()),
+            },
+            usage: zero_usage(),
+            finish_reason: FinishReason::Length, // response was truncated
+        };
+        let delegate = MockDelegate::new(vec![truncated_output, text_output("Summarized it.")]);
+        let reasoning = stub_reasoning();
+        let mut ctx = ReasoningContext::new();
+        let config = AgenticLoopConfig {
+            max_iterations: 5,
+            ..Default::default()
+        };
+
+        let outcome = run_agentic_loop(&delegate, &reasoning, &mut ctx, &config)
+            .await
+            .unwrap();
+
+        // Tool calls should NOT have been executed
+        assert_eq!(delegate.tool_exec_count.load(Ordering::SeqCst), 0);
+        // The loop should have continued and returned the text response
+        assert!(matches!(outcome, LoopOutcome::Response(ref t) if t == "Summarized it."));
+        // A truncation notice should have been injected into context
+        assert!(
+            ctx.messages
+                .iter()
+                .any(|m| m.role == crate::llm::Role::User && m.content.contains("truncated")),
+            "Should inject truncation notice into context"
+        );
+        // The partial assistant content should have been preserved
+        assert!(
+            ctx.messages
+                .iter()
+                .any(|m| m.role == crate::llm::Role::Assistant
+                    && m.content.contains("write the report")),
+            "Should preserve partial assistant content"
+        );
+    }
+
+    #[tokio::test]
+    async fn test_repeated_truncations_force_text_mode() {
+        let make_truncated = || RespondOutput {
+            result: RespondResult::ToolCalls {
+                tool_calls: vec![ToolCall {
+                    id: "call_1".to_string(),
+                    name: "memory_write".to_string(),
+                    arguments: serde_json::json!({}),
+                    reasoning: None,
+                }],
+                content: None,
+            },
+            usage: zero_usage(),
+            finish_reason: FinishReason::Length,
+        };
+        // Three truncated responses, then a text response
+        let delegate = MockDelegate::new(vec![
+            make_truncated(),
+            make_truncated(),
+            make_truncated(),
+            text_output("Gave up on tool calls."),
+        ]);
+        let reasoning = stub_reasoning();
+        let mut ctx = ReasoningContext::new();
+        let config = AgenticLoopConfig {
+            max_iterations: 5,
+            ..Default::default()
+        };
+
+        let outcome = run_agentic_loop(&delegate, &reasoning, &mut ctx, &config)
+            .await
+            .unwrap();
+
+        assert!(matches!(outcome, LoopOutcome::Response(_)));
+        assert_eq!(delegate.tool_exec_count.load(Ordering::SeqCst), 0);
+        // After 3 truncations, force_text should be set
+        assert!(
+            ctx.force_text,
+            "Should escalate to force_text after repeated truncations"
+        );
+    }
 }

src/agent/commands.rs

@@ -33,6 +33,7 @@ impl Agent {
         &self,
         intent: MessageIntent,
         message: &IncomingMessage,
+        tenant: &crate::tenant::TenantCtx,
     ) -> Result<SubmissionResult, Error> {
         // Send thinking status for non-trivial operations
         if let MessageIntent::CreateJob { .. } = &intent {
@@ -52,24 +53,18 @@ impl Agent {
                 description,
                 category,
             } => {
-                self.handle_create_job(&message.user_id, title, description, category)
+                self.handle_create_job(tenant, title, description, category)
                     .await?
             }
             MessageIntent::CheckJobStatus { job_id } => {
-                self.handle_check_status(&message.user_id, job_id).await?
-            }
-            MessageIntent::CancelJob { job_id } => {
-                self.handle_cancel_job(&message.user_id, &job_id).await?
-            }
-            MessageIntent::ListJobs { filter } => {
-                self.handle_list_jobs(&message.user_id, filter).await?
-            }
-            MessageIntent::HelpJob { job_id } => {
-                self.handle_help_job(&message.user_id, &job_id).await?
+                self.handle_check_status(tenant, job_id).await?
             }
+            MessageIntent::CancelJob { job_id } => self.handle_cancel_job(tenant, &job_id).await?,
+            MessageIntent::ListJobs { filter } => self.handle_list_jobs(tenant, filter).await?,
+            MessageIntent::HelpJob { job_id } => self.handle_help_job(tenant, &job_id).await?,
             MessageIntent::Command { command, args } => {
                 match self
-                    .handle_command(&command, &args, &message.channel)
+                    .handle_command(&command, &args, &message.channel, tenant)
                     .await?
                 {
                     Some(s) => s,
@@ -83,14 +78,14 @@ impl Agent {
 
     async fn handle_create_job(
         &self,
-        user_id: &str,
+        tenant: &crate::tenant::TenantCtx,
         title: String,
         description: String,
         category: Option<String>,
     ) -> Result<String, Error> {
         let job_id = self
             .scheduler
-            .dispatch_job(user_id, &title, &description, None)
+            .dispatch_job(tenant.user_id(), &title, &description, None)
             .await?;
 
         // Set the dedicated category field (not stored in metadata)
@@ -113,7 +108,7 @@ impl Agent {
 
     async fn handle_check_status(
         &self,
-        user_id: &str,
+        tenant: &crate::tenant::TenantCtx,
         job_id: Option<String>,
     ) -> Result<String, Error> {
         match job_id {
@@ -122,7 +117,8 @@ impl Agent {
                     .map_err(|_| crate::error::JobError::NotFound { id: Uuid::nil() })?;
 
                 // Try DB first for persistent state, fall back to ContextManager.
-                if let Some(store) = self.store()
+                // TenantScope.get_job() auto-filters by ownership — no manual check needed.
+                if let Some(store) = tenant.store()
                     && let Ok(Some(ctx)) = store.get_job(uuid).await
                 {
                     return Ok(format!(
@@ -138,7 +134,7 @@ impl Agent {
                 }
 
                 let ctx = self.context_manager.get_context(uuid).await?;
-                if ctx.user_id != user_id {
+                if ctx.user_id != tenant.user_id() {
                     return Err(crate::error::JobError::NotFound { id: uuid }.into());
                 }
 
@@ -155,7 +151,8 @@ impl Agent {
             }
             None => {
                 // Show summary from DB for consistency with Jobs tab.
-                if let Some(store) = self.store() {
+                // TenantScope methods auto-scope to user — no user_id parameter needed.
+                if let Some(store) = tenant.store() {
                     let mut total = 0;
                     let mut in_progress = 0;
                     let mut completed = 0;
@@ -183,7 +180,7 @@ impl Agent {
                 }
 
                 // Fallback to ContextManager if no DB.
-                let summary = self.context_manager.summary_for(user_id).await;
+                let summary = self.context_manager.summary_for(tenant.user_id()).await;
                 Ok(format!(
                     "Jobs summary: Total: {} In Progress: {} Completed: {} Failed: {} Stuck: {}",
                     summary.total,
@@ -196,19 +193,24 @@ impl Agent {
         }
     }
 
-    async fn handle_cancel_job(&self, user_id: &str, job_id: &str) -> Result<String, Error> {
+    async fn handle_cancel_job(
+        &self,
+        tenant: &crate::tenant::TenantCtx,
+        job_id: &str,
+    ) -> Result<String, Error> {
         let uuid = Uuid::parse_str(job_id)
             .map_err(|_| crate::error::JobError::NotFound { id: Uuid::nil() })?;
 
         let ctx = self.context_manager.get_context(uuid).await?;
-        if ctx.user_id != user_id {
+        if ctx.user_id != tenant.user_id() {
             return Err(crate::error::JobError::NotFound { id: uuid }.into());
         }
 
         self.scheduler.stop(uuid).await?;
 
         // Also update DB so the Jobs tab reflects cancellation immediately.
-        if let Some(store) = self.store()
+        // Use TenantScope — ownership already verified above.
+        if let Some(store) = tenant.store()
             && let Err(e) = store
                 .update_job_status(uuid, JobState::Cancelled, Some("Cancelled by user"))
                 .await
@@ -221,11 +223,12 @@ impl Agent {
 
     async fn handle_list_jobs(
         &self,
-        user_id: &str,
+        tenant: &crate::tenant::TenantCtx,
         _filter: Option<String>,
     ) -> Result<String, Error> {
         // List from DB for consistency with Jobs tab.
-        if let Some(store) = self.store() {
+        // TenantScope methods auto-scope to user.
+        if let Some(store) = tenant.store() {
             let agent_jobs = match store.list_agent_jobs().await {
                 Ok(jobs) => jobs,
                 Err(e) => {
@@ -256,7 +259,7 @@ impl Agent {
         }
 
         // Fallback to ContextManager if no DB.
-        let jobs = self.context_manager.all_jobs_for(user_id).await;
+        let jobs = self.context_manager.all_jobs_for(tenant.user_id()).await;
         if jobs.is_empty() {
             return Ok("No jobs found.".to_string());
         }
@@ -270,12 +273,16 @@ impl Agent {
         Ok(output)
     }
 
-    async fn handle_help_job(&self, user_id: &str, job_id: &str) -> Result<String, Error> {
+    async fn handle_help_job(
+        &self,
+        tenant: &crate::tenant::TenantCtx,
+        job_id: &str,
+    ) -> Result<String, Error> {
         let uuid = Uuid::parse_str(job_id)
             .map_err(|_| crate::error::JobError::NotFound { id: Uuid::nil() })?;
 
         let ctx = self.context_manager.get_context(uuid).await?;
-        if ctx.user_id != user_id {
+        if ctx.user_id != tenant.user_id() {
             return Err(crate::error::JobError::NotFound { id: uuid }.into());
         }
 
@@ -308,11 +315,11 @@ impl Agent {
     /// Show job status inline — either all jobs (no id) or a specific job.
     pub(super) async fn process_job_status(
         &self,
-        user_id: &str,
+        tenant: &crate::tenant::TenantCtx,
         job_id: Option<&str>,
     ) -> Result<SubmissionResult, Error> {
         match self
-            .handle_check_status(user_id, job_id.map(|s| s.to_string()))
+            .handle_check_status(tenant, job_id.map(|s| s.to_string()))
             .await
         {
             Ok(text) => Ok(SubmissionResult::response(text)),
@@ -323,10 +330,10 @@ impl Agent {
     /// Cancel a job by ID.
     pub(super) async fn process_job_cancel(
         &self,
-        user_id: &str,
+        tenant: &crate::tenant::TenantCtx,
         job_id: &str,
     ) -> Result<SubmissionResult, Error> {
-        match self.handle_cancel_job(user_id, job_id).await {
+        match self.handle_cancel_job(tenant, job_id).await {
             Ok(text) => Ok(SubmissionResult::response(text)),
             Err(e) => Ok(SubmissionResult::error(format!("Cancel error: {}", e))),
         }
@@ -559,6 +566,7 @@ impl Agent {
         command: &str,
         args: &[String],
         channel: &str,
+        tenant: &crate::tenant::TenantCtx,
     ) -> Result<SubmissionResult, Error> {
         match command {
             "help" => Ok(SubmissionResult::response(concat!(
@@ -752,19 +760,32 @@ impl Agent {
                         }
                     }
 
-                    match self.llm().set_model(requested) {
-                        Ok(()) => {
-                            // Persist the model choice so it survives restarts.
-                            self.persist_selected_model(requested).await;
-                            Ok(SubmissionResult::response(format!(
-                                "Switched model to: {}",
-                                requested
-                            )))
+                    if self.config.multi_tenant {
+                        // Multi-tenant: only persist to per-user DB settings.
+                        // Do NOT call set_model() on the shared provider — that
+                        // would change the default for all users. The per-request
+                        // model_override in the dispatcher reads from the same
+                        // "selected_model" setting and applies it per-user.
+                        self.persist_selected_model(tenant, requested).await;
+                        Ok(SubmissionResult::response(format!(
+                            "Model preference set to: {} (per-user)",
+                            requested
+                        )))
+                    } else {
+                        match self.llm().set_model(requested) {
+                            Ok(()) => {
+                                // Persist the model choice so it survives restarts.
+                                self.persist_selected_model(tenant, requested).await;
+                                Ok(SubmissionResult::response(format!(
+                                    "Switched model to: {}",
+                                    requested
+                                )))
+                            }
+                            Err(e) => Ok(SubmissionResult::error(format!(
+                                "Failed to switch model: {}",
+                                e
+                            ))),
                         }
-                        Err(e) => Ok(SubmissionResult::error(format!(
-                            "Failed to switch model: {}",
-                            e
-                        ))),
                     }
                 }
             }
@@ -906,10 +927,14 @@ impl Agent {
         command: &str,
         args: &[String],
         channel: &str,
+        tenant: &crate::tenant::TenantCtx,
     ) -> Result<Option<String>, Error> {
         // System commands are now handled directly via Submission::SystemCommand,
         // but the router may still send us unknown /commands.
-        match self.handle_system_command(command, args, channel).await? {
+        match self
+            .handle_system_command(command, args, channel, tenant)
+            .await?
+        {
             SubmissionResult::Response { content } => Ok(Some(content)),
             SubmissionResult::Ok { message } => Ok(message),
             SubmissionResult::Error { message } => Ok(Some(format!("Error: {}", message))),
@@ -921,23 +946,33 @@ impl Agent {
     ///
     /// Best-effort: logs warnings on failure but does not propagate errors,
     /// since the in-memory model switch already succeeded.
-    async fn persist_selected_model(&self, model: &str) {
-        // 1. Persist to DB if available.
-        if let Some(store) = self.store() {
+    ///
+    /// In multi-tenant mode, only the per-user DB setting is written — global
+    /// .env and TOML files are shared across users and must not be mutated.
+    async fn persist_selected_model(&self, tenant: &crate::tenant::TenantCtx, model: &str) {
+        // 1. Persist to DB if available (per-user scoped via TenantScope).
+        if let Some(store) = tenant.store() {
             let value = serde_json::Value::String(model.to_string());
-            if let Err(e) = store
-                .set_setting(self.owner_id(), "selected_model", &value)
-                .await
-            {
+            if let Err(e) = store.set_setting("selected_model", &value).await {
                 tracing::warn!("Failed to persist model to DB: {}", e);
             } else {
-                tracing::debug!("Persisted selected_model to DB: {}", model);
+                tracing::debug!(
+                    user_id = tenant.user_id(),
+                    "Persisted selected_model to DB: {}",
+                    model
+                );
             }
         } else {
             tracing::warn!("No database store available — model choice will not persist to DB");
         }
 
-        // 2. Update .env and TOML config file (sync I/O in spawn_blocking).
+        // 2. In multi-tenant mode, skip .env/TOML writes — these are global
+        // files shared by all users. The per-user DB setting is sufficient.
+        if self.config.multi_tenant {
+            return;
+        }
+
+        // 3. Update .env and TOML config file (sync I/O in spawn_blocking).
         let model_owned = model.to_string();
         let backend = self.deps.llm_backend.clone();
         if let Err(e) = tokio::task::spawn_blocking(move || {

src/agent/cost_guard.rs

@@ -21,6 +21,9 @@ pub struct CostGuardConfig {
     pub max_cost_per_day_cents: Option<u64>,
     /// Maximum LLM calls per hour. None = unlimited.
     pub max_actions_per_hour: Option<u64>,
+    /// Maximum spend per user per day in cents. None = unlimited.
+    /// Applied independently per user alongside the global budget.
+    pub max_cost_per_user_per_day_cents: Option<u64>,
 }
 
 /// Error returned when a cost limit is exceeded.
@@ -30,6 +33,12 @@ pub enum CostLimitExceeded {
     DailyBudget { spent_cents: u64, limit_cents: u64 },
     /// Hourly action rate limit reached.
     HourlyRate { actions: u64, limit: u64 },
+    /// Per-user daily spending cap reached.
+    UserDailyBudget {
+        user_id: String,
+        spent_cents: u64,
+        limit_cents: u64,
+    },
 }
 
 impl std::fmt::Display for CostLimitExceeded {
@@ -49,6 +58,17 @@ impl std::fmt::Display for CostLimitExceeded {
                 "Hourly action limit exceeded: {} actions of {} allowed per hour",
                 actions, limit
             ),
+            Self::UserDailyBudget {
+                user_id,
+                spent_cents,
+                limit_cents,
+            } => write!(
+                f,
+                "User '{}' daily cost limit exceeded: spent ${:.2} of ${:.2} allowed",
+                user_id,
+                *spent_cents as f64 / 100.0,
+                *limit_cents as f64 / 100.0
+            ),
         }
     }
 }
@@ -78,6 +98,9 @@ pub struct CostGuard {
 
     /// Per-model token usage since startup.
     model_tokens: Mutex<HashMap<String, ModelTokens>>,
+
+    /// Per-user daily cost tracking. Each entry resets independently at midnight UTC.
+    per_user_daily_cost: Mutex<HashMap<String, DailyCost>>,
 }
 
 struct DailyCost {
@@ -97,6 +120,7 @@ impl CostGuard {
             action_window: Mutex::new(VecDeque::new()),
             budget_exceeded: AtomicBool::new(false),
             model_tokens: Mutex::new(HashMap::new()),
+            per_user_daily_cost: Mutex::new(HashMap::new()),
         }
     }
 
@@ -203,6 +227,11 @@ impl CostGuard {
                 daily.reset_date = today;
                 self.budget_exceeded.store(false, Ordering::Relaxed);
                 tracing::info!("Cost guard: daily counter reset for {}", today);
+
+                // Prune per-user entries from previous days to prevent
+                // unbounded HashMap growth in long-lived deployments.
+                let mut per_user = self.per_user_daily_cost.lock().await;
+                per_user.retain(|_, entry| entry.reset_date == today);
             }
             daily.total += cost;
 
@@ -248,6 +277,85 @@ impl CostGuard {
         cost
     }
 
+    /// Record an LLM call with per-user attribution.
+    ///
+    /// Delegates to `record_llm_call` for global tracking, then additionally
+    /// records the cost against the user's daily budget.
+    #[allow(clippy::too_many_arguments)]
+    pub async fn record_llm_call_for_user(
+        &self,
+        user_id: &str,
+        model: &str,
+        input_tokens: u32,
+        output_tokens: u32,
+        cache_read_input_tokens: u32,
+        cache_creation_input_tokens: u32,
+        cache_read_discount: Decimal,
+        cache_write_multiplier: Decimal,
+        cost_per_token: Option<(Decimal, Decimal)>,
+    ) -> Decimal {
+        let cost = self
+            .record_llm_call(
+                model,
+                input_tokens,
+                output_tokens,
+                cache_read_input_tokens,
+                cache_creation_input_tokens,
+                cache_read_discount,
+                cache_write_multiplier,
+                cost_per_token,
+            )
+            .await;
+
+        // Track per-user daily cost
+        {
+            let today = chrono::Utc::now().date_naive();
+            let mut per_user = self.per_user_daily_cost.lock().await;
+            let entry = per_user
+                .entry(user_id.to_string())
+                .or_insert_with(|| DailyCost {
+                    total: Decimal::ZERO,
+                    reset_date: today,
+                });
+            if today != entry.reset_date {
+                entry.total = Decimal::ZERO;
+                entry.reset_date = today;
+            }
+            entry.total += cost;
+        }
+
+        cost
+    }
+
+    /// Check whether the next action is allowed for a specific user.
+    ///
+    /// Checks the global limits first (via `check_allowed`), then additionally
+    /// checks the per-user daily budget if configured.
+    pub async fn check_allowed_for_user(&self, user_id: &str) -> Result<(), CostLimitExceeded> {
+        // Check global limits first
+        self.check_allowed().await?;
+
+        // Check per-user daily budget
+        if let Some(limit_cents) = self.config.max_cost_per_user_per_day_cents {
+            let today = chrono::Utc::now().date_naive();
+            let per_user = self.per_user_daily_cost.lock().await;
+            if let Some(entry) = per_user.get(user_id)
+                && entry.reset_date == today
+            {
+                let spent_cents = to_cents(entry.total);
+                if spent_cents >= limit_cents {
+                    return Err(CostLimitExceeded::UserDailyBudget {
+                        user_id: user_id.to_string(),
+                        spent_cents,
+                        limit_cents,
+                    });
+                }
+            }
+        }
+
+        Ok(())
+    }
+
     /// Current daily spend in USD (as Decimal).
     pub async fn daily_spend(&self) -> Decimal {
         let daily = self.daily_cost.lock().await;
@@ -259,6 +367,16 @@ impl CostGuard {
         }
     }
 
+    /// Current daily spend for a specific user in USD (as Decimal).
+    pub async fn daily_spend_for_user(&self, user_id: &str) -> Decimal {
+        let today = chrono::Utc::now().date_naive();
+        let per_user = self.per_user_daily_cost.lock().await;
+        match per_user.get(user_id) {
+            Some(entry) if entry.reset_date == today => entry.total,
+            _ => Decimal::ZERO,
+        }
+    }
+
     /// Number of actions in the current hourly window.
     pub async fn actions_this_hour(&self) -> u64 {
         let mut window = self.action_window.lock().await;
@@ -314,7 +432,7 @@ mod tests {
     async fn test_daily_budget_enforcement() {
         let guard = CostGuard::new(CostGuardConfig {
             max_cost_per_day_cents: Some(1), // $0.01 limit
-            max_actions_per_hour: None,
+            ..CostGuardConfig::default()
         });
 
         // First call allowed
@@ -350,8 +468,8 @@ mod tests {
     #[tokio::test]
     async fn test_hourly_rate_enforcement() {
         let guard = CostGuard::new(CostGuardConfig {
-            max_cost_per_day_cents: None,
             max_actions_per_hour: Some(3),
+            ..CostGuardConfig::default()
         });
 
         // First 3 actions allowed
@@ -633,8 +751,8 @@ mod tests {
         // A fresh CostGuard with rate limits should not panic even if
         // checked_sub returns None (simulating short uptime).
         let guard = CostGuard::new(CostGuardConfig {
-            max_cost_per_day_cents: None,
             max_actions_per_hour: Some(100),
+            ..CostGuardConfig::default()
         });
 
         // These must not panic regardless of system uptime
@@ -656,4 +774,119 @@ mod tests {
         let result = Instant::now().checked_sub(std::time::Duration::MAX);
         assert!(result.is_none());
     }
+
+    #[tokio::test]
+    async fn test_per_user_daily_budget_enforcement() {
+        let guard = CostGuard::new(CostGuardConfig {
+            max_cost_per_day_cents: None,
+            max_actions_per_hour: None,
+            max_cost_per_user_per_day_cents: Some(1), // $0.01 per user
+        });
+
+        // Both users initially allowed
+        assert!(guard.check_allowed_for_user("alice").await.is_ok());
+        assert!(guard.check_allowed_for_user("bob").await.is_ok());
+
+        // Alice makes an expensive call
+        guard
+            .record_llm_call_for_user(
+                "alice",
+                "gpt-4o",
+                10_000,
+                10_000,
+                0,
+                0,
+                Decimal::ONE,
+                Decimal::ONE,
+                None,
+            )
+            .await;
+
+        // Alice should be blocked, Bob should still be allowed
+        let result = guard.check_allowed_for_user("alice").await;
+        assert!(result.is_err());
+        match result.unwrap_err() {
+            CostLimitExceeded::UserDailyBudget {
+                user_id,
+                limit_cents,
+                ..
+            } => {
+                assert_eq!(user_id, "alice");
+                assert_eq!(limit_cents, 1);
+            }
+            other => panic!("Expected UserDailyBudget, got {:?}", other),
+        }
+        assert!(guard.check_allowed_for_user("bob").await.is_ok());
+    }
+
+    #[tokio::test]
+    async fn test_per_user_daily_spend_tracking() {
+        let guard = CostGuard::new(CostGuardConfig::default());
+
+        assert_eq!(guard.daily_spend_for_user("alice").await, Decimal::ZERO);
+        assert_eq!(guard.daily_spend_for_user("bob").await, Decimal::ZERO);
+
+        let cost = guard
+            .record_llm_call_for_user(
+                "alice",
+                "gpt-4o",
+                1000,
+                500,
+                0,
+                0,
+                Decimal::ONE,
+                Decimal::ONE,
+                None,
+            )
+            .await;
+
+        assert_eq!(guard.daily_spend_for_user("alice").await, cost);
+        assert_eq!(guard.daily_spend_for_user("bob").await, Decimal::ZERO);
+        // Global spend should also be tracked
+        assert_eq!(guard.daily_spend().await, cost);
+    }
+
+    #[tokio::test]
+    async fn test_per_user_budget_independent_of_global() {
+        let guard = CostGuard::new(CostGuardConfig {
+            max_cost_per_day_cents: Some(100_000), // $1000 global limit
+            max_actions_per_hour: None,
+            max_cost_per_user_per_day_cents: Some(1), // $0.01 per user
+        });
+
+        // User hits their personal limit
+        guard
+            .record_llm_call_for_user(
+                "alice",
+                "gpt-4o",
+                10_000,
+                10_000,
+                0,
+                0,
+                Decimal::ONE,
+                Decimal::ONE,
+                None,
+            )
+            .await;
+
+        // Alice blocked by per-user limit, not global
+        assert!(guard.check_allowed_for_user("alice").await.is_err());
+        // Global limit is far from reached
+        assert!(guard.check_allowed().await.is_ok());
+        // Bob is unaffected
+        assert!(guard.check_allowed_for_user("bob").await.is_ok());
+    }
+
+    #[test]
+    fn test_user_cost_limit_display() {
+        let limit = CostLimitExceeded::UserDailyBudget {
+            user_id: "alice".to_string(),
+            spent_cents: 150,
+            limit_cents: 100,
+        };
+        let msg = limit.to_string();
+        assert!(msg.contains("alice"));
+        assert!(msg.contains("$1.50"));
+        assert!(msg.contains("$1.00"));
+    }
 }

src/agent/dispatcher.rs

@@ -42,6 +42,7 @@ impl Agent {
     pub(super) async fn run_agentic_loop(
         &self,
         message: &IncomingMessage,
+        tenant: crate::tenant::TenantCtx,
         session: Arc<Mutex<Session>>,
         thread_id: Uuid,
         initial_messages: Vec<ChatMessage>,
@@ -63,7 +64,12 @@ impl Agent {
         );
 
         let system_prompt = if let Some(ws) = self.workspace() {
-            match ws
+            let scoped_workspace = if ws.user_id() == message.user_id {
+                Arc::clone(ws)
+            } else {
+                Arc::new(ws.scoped_to_user(&message.user_id))
+            };
+            match scoped_workspace
                 .system_prompt_for_context_tz(is_group_chat, user_tz)
                 .await
             {
@@ -163,6 +169,7 @@ impl Agent {
 
         let delegate = ChatDelegate {
             agent: self,
+            tenant,
             session: session.clone(),
             thread_id,
             message,
@@ -235,6 +242,7 @@ impl Agent {
 /// auth intercept, and cost tracking.
 struct ChatDelegate<'a> {
     agent: &'a Agent,
+    tenant: crate::tenant::TenantCtx,
     session: Arc<Mutex<Session>>,
     thread_id: Uuid,
     message: &'a IncomingMessage,
@@ -298,6 +306,8 @@ impl<'a> LoopDelegate for ChatDelegate<'a> {
 
         // Update context for this iteration
         reason_ctx.available_tools = tool_defs;
+        // Preserve force_text if already set (e.g. by truncation escalation).
+        let force_text = force_text || reason_ctx.force_text;
         reason_ctx.system_prompt = Some(if force_text {
             self.cached_prompt_no_tools.clone()
         } else {
@@ -331,8 +341,8 @@ impl<'a> LoopDelegate for ChatDelegate<'a> {
         reason_ctx: &mut ReasoningContext,
         iteration: usize,
     ) -> Result<crate::llm::RespondOutput, Error> {
-        // Enforce cost guardrails before the LLM call
-        if let Err(limit) = self.agent.cost_guard().check_allowed().await {
+        // Enforce cost guardrails before the LLM call (global + per-user)
+        if let Err(limit) = self.tenant.check_cost_allowed().await {
             return Err(crate::error::LlmError::InvalidResponse {
                 provider: "agent".to_string(),
                 reason: limit.to_string(),
@@ -340,6 +350,21 @@ impl<'a> LoopDelegate for ChatDelegate<'a> {
             .into());
         }
 
+        // Apply per-user model override from settings (first iteration only
+        // to avoid repeated DB lookups within the same agentic loop).
+        // Uses "selected_model" — the same key the /model command persists to
+        // via SettingsStore (per-user scoped via TenantScope).
+        if iteration == 0
+            && let Some(store) = self.tenant.store()
+            && let Ok(Some(value)) = store.get_setting("selected_model").await
+            && let Some(model) = value.as_str()
+        {
+            let model = model.trim();
+            if !model.is_empty() {
+                reason_ctx.model_override = Some(model.to_string());
+            }
+        }
+
         let output = match reasoning.respond_with_tools(reason_ctx).await {
             Ok(output) => output,
             Err(crate::error::LlmError::ContextLengthExceeded { used, limit }) => {
@@ -374,13 +399,22 @@ impl<'a> LoopDelegate for ChatDelegate<'a> {
             Err(e) => return Err(e.into()),
         };
 
-        // Record cost and track token usage
-        let model_name = self.agent.llm().active_model_name();
+        // Record cost and track token usage (global + per-user).
+        // When a model override is active, use the override name for attribution
+        // and let CostGuard look up pricing via costs::model_cost() instead of
+        // using the default provider's cost_per_token (which reflects the wrong model).
+        let (model_name, cost_per_token) = if let Some(ref ovr) = reason_ctx.model_override {
+            (ovr.clone(), None)
+        } else {
+            (
+                self.agent.llm().active_model_name(),
+                Some(self.agent.llm().cost_per_token()),
+            )
+        };
         let read_discount = self.agent.llm().cache_read_discount();
         let write_multiplier = self.agent.llm().cache_write_multiplier();
         let call_cost = self
-            .agent
-            .cost_guard()
+            .tenant
             .record_llm_call(
                 &model_name,
                 output.usage.input_tokens,
@@ -389,7 +423,7 @@ impl<'a> LoopDelegate for ChatDelegate<'a> {
                 output.usage.cache_creation_input_tokens,
                 read_discount,
                 write_multiplier,
-                Some(self.agent.llm().cost_per_token()),
+                cost_per_token,
             )
             .await;
         tracing::debug!(
@@ -1300,6 +1334,7 @@ mod tests {
             sandbox_readiness: crate::agent::routine_engine::SandboxReadiness::DisabledByConfig,
             builder: None,
             llm_backend: "nearai".to_string(),
+            tenant_rates: Arc::new(crate::tenant::TenantRateRegistry::new(4, 3)),
         };
 
         Agent::new(
@@ -1315,10 +1350,14 @@ mod tests {
                 allow_local_tools: false,
                 max_cost_per_day_cents: None,
                 max_actions_per_hour: None,
+                max_cost_per_user_per_day_cents: None,
                 max_tool_iterations: 50,
                 auto_approve_tools: false,
                 default_timezone: "UTC".to_string(),
                 max_tokens_per_job: 0,
+                multi_tenant: false,
+                max_llm_concurrent_per_user: None,
+                max_jobs_concurrent_per_user: None,
             },
             deps,
             Arc::new(ChannelManager::new()),
@@ -2176,6 +2215,7 @@ mod tests {
             sandbox_readiness: crate::agent::routine_engine::SandboxReadiness::DisabledByConfig,
             builder: None,
             llm_backend: "nearai".to_string(),
+            tenant_rates: Arc::new(crate::tenant::TenantRateRegistry::new(4, 3)),
         };
 
         Agent::new(
@@ -2191,10 +2231,14 @@ mod tests {
                 allow_local_tools: false,
                 max_cost_per_day_cents: None,
                 max_actions_per_hour: None,
+                max_cost_per_user_per_day_cents: None,
                 max_tool_iterations,
                 auto_approve_tools: true,
                 default_timezone: "UTC".to_string(),
                 max_tokens_per_job: 0,
+                multi_tenant: false,
+                max_llm_concurrent_per_user: None,
+                max_jobs_concurrent_per_user: None,
             },
             deps,
             Arc::new(ChannelManager::new()),
@@ -2229,13 +2273,14 @@ mod tests {
 
         let message = IncomingMessage::new("test", "test-user", "do something");
         let initial_messages = vec![ChatMessage::user("do something")];
+        let tenant = agent.tenant_ctx("test-user").await;
 
         // The dispatcher must terminate within 5 seconds. If there is an
         // infinite loop bug (e.g., index not advancing on tool failure), the
         // timeout will fire and the test will fail.
         let result = tokio::time::timeout(
             Duration::from_secs(5),
-            agent.run_agentic_loop(&message, session, thread_id, initial_messages),
+            agent.run_agentic_loop(&message, tenant, session, thread_id, initial_messages),
         )
         .await;
 
@@ -2297,6 +2342,7 @@ mod tests {
                 sandbox_readiness: crate::agent::routine_engine::SandboxReadiness::DisabledByConfig,
                 builder: None,
                 llm_backend: "nearai".to_string(),
+                tenant_rates: Arc::new(crate::tenant::TenantRateRegistry::new(4, 3)),
             };
 
             Agent::new(
@@ -2312,10 +2358,14 @@ mod tests {
                     allow_local_tools: false,
                     max_cost_per_day_cents: None,
                     max_actions_per_hour: None,
+                    max_cost_per_user_per_day_cents: None,
                     max_tool_iterations: max_iter,
                     auto_approve_tools: true,
                     default_timezone: "UTC".to_string(),
                     max_tokens_per_job: 0,
+                    multi_tenant: false,
+                    max_llm_concurrent_per_user: None,
+                    max_jobs_concurrent_per_user: None,
                 },
                 deps,
                 Arc::new(ChannelManager::new()),
@@ -2335,13 +2385,14 @@ mod tests {
 
         let message = IncomingMessage::new("test", "test-user", "keep calling tools");
         let initial_messages = vec![ChatMessage::user("keep calling tools")];
+        let tenant = agent.tenant_ctx("test-user").await;
 
         // Even with an LLM that always wants to call tools, the dispatcher
         // must terminate within the timeout thanks to force_text at
         // max_tool_iterations.
         let result = tokio::time::timeout(
             Duration::from_secs(5),
-            agent.run_agentic_loop(&message, session, thread_id, initial_messages),
+            agent.run_agentic_loop(&message, tenant, session, thread_id, initial_messages),
         )
         .await;
 

src/agent/heartbeat.rs

@@ -31,8 +31,8 @@ use chrono_tz::Tz;
 use tokio::sync::mpsc;
 
 use crate::channels::OutgoingResponse;
-use crate::db::Database;
 use crate::llm::{ChatMessage, CompletionRequest, LlmProvider, Reasoning};
+use crate::tenant::AdminScope;
 use crate::workspace::Workspace;
 use crate::workspace::hygiene::HygieneConfig;
 
@@ -57,6 +57,9 @@ pub struct HeartbeatConfig {
     pub quiet_hours_end: Option<u32>,
     /// Timezone for fire_at and quiet hours evaluation (IANA name).
     pub timezone: Option<String>,
+    /// When true, cycle through all users with routines instead of
+    /// running heartbeat for a single user. Requires a database store.
+    pub multi_tenant: bool,
 }
 
 impl Default for HeartbeatConfig {
@@ -71,6 +74,7 @@ impl Default for HeartbeatConfig {
             quiet_hours_start: None,
             quiet_hours_end: None,
             timezone: None,
+            multi_tenant: false,
         }
     }
 }
@@ -178,7 +182,7 @@ pub struct HeartbeatRunner {
     workspace: Arc<Workspace>,
     llm: Arc<dyn LlmProvider>,
     response_tx: Option<mpsc::Sender<OutgoingResponse>>,
-    store: Option<Arc<dyn Database>>,
+    store: Option<AdminScope>,
     consecutive_failures: u32,
 }
 
@@ -207,8 +211,8 @@ impl HeartbeatRunner {
         self
     }
 
-    /// Set the database store for persistent heartbeat conversations.
-    pub fn with_store(mut self, store: Arc<dyn Database>) -> Self {
+    /// Set the admin-scoped database store for persistent heartbeat conversations.
+    pub fn with_store(mut self, store: AdminScope) -> Self {
         self.store = Some(store);
         self
     }
@@ -396,7 +400,7 @@ impl HeartbeatRunner {
     }
 
     /// Send a notification about heartbeat findings.
-    async fn send_notification(&self, message: &str) {
+    pub(crate) async fn send_notification(&self, message: &str) {
         let Some(ref tx) = self.response_tx else {
             tracing::debug!("No response channel configured for heartbeat notifications");
             return;
@@ -493,7 +497,7 @@ pub fn spawn_heartbeat(
     workspace: Arc<Workspace>,
     llm: Arc<dyn LlmProvider>,
     response_tx: Option<mpsc::Sender<OutgoingResponse>>,
-    store: Option<Arc<dyn Database>>,
+    store: Option<AdminScope>,
 ) -> tokio::task::JoinHandle<()> {
     let mut runner = HeartbeatRunner::new(config, hygiene_config, workspace, llm);
     if let Some(tx) = response_tx {
@@ -508,6 +512,179 @@ pub fn spawn_heartbeat(
     })
 }
 
+/// Spawn a multi-user heartbeat runner that cycles through all users that
+/// own routines (enabled or not). Each tick, it queries the DB for distinct
+/// user_ids, creates a per-user workspace, and runs a heartbeat check for
+/// each user concurrently. Per-user failure counts are tracked independently.
+pub fn spawn_multi_user_heartbeat(
+    config: HeartbeatConfig,
+    hygiene_config: HygieneConfig,
+    llm: Arc<dyn LlmProvider>,
+    response_tx: Option<mpsc::Sender<OutgoingResponse>>,
+    store: AdminScope,
+) -> tokio::task::JoinHandle<()> {
+    tokio::spawn(async move {
+        if !config.enabled {
+            tracing::info!("Multi-user heartbeat is disabled");
+            return;
+        }
+
+        let mut tick_interval = if config.fire_at.is_none() {
+            let mut iv = tokio::time::interval(config.interval);
+            iv.tick().await; // skip immediate tick
+            Some(iv)
+        } else {
+            None
+        };
+
+        // Track consecutive failures per user so we can disable heartbeat
+        // for persistently-failing users (same semantics as single-user mode).
+        let mut user_failures: std::collections::HashMap<String, u32> =
+            std::collections::HashMap::new();
+
+        tracing::info!("Starting multi-user heartbeat loop");
+
+        loop {
+            if let Some(fire_at) = config.fire_at {
+                let sleep_dur = duration_until_next_fire(fire_at, config.resolved_tz());
+                tokio::time::sleep(sleep_dur).await;
+            } else if let Some(ref mut iv) = tick_interval {
+                iv.tick().await;
+            }
+
+            if config.is_quiet_hours() {
+                continue;
+            }
+
+            // Get distinct user_ids from routines
+            let user_ids = match store.list_all_routines().await {
+                Ok(routines) => {
+                    let mut ids: Vec<String> = routines
+                        .iter()
+                        .map(|r| r.user_id.clone())
+                        .collect::<std::collections::HashSet<_>>()
+                        .into_iter()
+                        .collect();
+                    ids.sort();
+                    ids
+                }
+                Err(e) => {
+                    tracing::error!("Multi-user heartbeat: failed to list routines: {}", e);
+                    continue;
+                }
+            };
+
+            // Run user heartbeats concurrently so one slow LLM call doesn't
+            // block others. Cap concurrency to avoid flooding the LLM provider.
+            const MAX_CONCURRENT_HEARTBEATS: usize = 8;
+            let mut join_set = tokio::task::JoinSet::new();
+
+            for user_id in &user_ids {
+                // Skip users that have exceeded max_failures
+                let failures = user_failures.get(user_id).copied().unwrap_or(0);
+                if failures >= config.max_failures {
+                    continue;
+                }
+
+                let workspace = Arc::new(Workspace::new_with_db(user_id, Arc::clone(store.db())));
+
+                // Run memory hygiene per user (same as single-user heartbeat).
+                let hygiene_ws = Arc::clone(&workspace);
+                let hygiene_cfg = hygiene_config.clone();
+                let hygiene_user = user_id.clone();
+                tokio::spawn(async move {
+                    let report =
+                        crate::workspace::hygiene::run_if_due(&hygiene_ws, &hygiene_cfg).await;
+                    if report.had_work() {
+                        tracing::info!(
+                            user_id = hygiene_user,
+                            daily_logs_deleted = report.daily_logs_deleted,
+                            conversation_docs_deleted = report.conversation_docs_deleted,
+                            "multi-user heartbeat: memory hygiene deleted stale documents"
+                        );
+                    }
+                });
+
+                // Drain completed tasks to stay within the concurrency cap.
+                while join_set.len() >= MAX_CONCURRENT_HEARTBEATS {
+                    if let Some(join_result) = join_set.join_next().await {
+                        collect_heartbeat_result(join_result, &mut user_failures, &config);
+                    }
+                }
+
+                let uid = user_id.clone();
+                let cfg = config.clone();
+                let hyg = hygiene_config.clone();
+                let llm_clone = llm.clone();
+                let tx = response_tx.clone();
+                let admin = store.clone();
+
+                join_set.spawn(async move {
+                    let mut runner = HeartbeatRunner::new(cfg, hyg, workspace, llm_clone);
+                    if let Some(tx) = tx {
+                        runner = runner.with_response_channel(tx);
+                    }
+                    runner = runner.with_store(admin);
+
+                    let result = runner.check_heartbeat().await;
+                    if let HeartbeatResult::NeedsAttention(msg) = &result {
+                        runner.send_notification(msg).await;
+                    }
+                    (uid, result)
+                });
+            }
+
+            // Collect remaining results and update failure counts
+            while let Some(join_result) = join_set.join_next().await {
+                collect_heartbeat_result(join_result, &mut user_failures, &config);
+            }
+        }
+    })
+}
+
+/// Process a single JoinSet result from the multi-user heartbeat loop.
+fn collect_heartbeat_result(
+    join_result: Result<(String, HeartbeatResult), tokio::task::JoinError>,
+    user_failures: &mut std::collections::HashMap<String, u32>,
+    config: &HeartbeatConfig,
+) {
+    let (uid, result) = match join_result {
+        Ok(pair) => pair,
+        Err(e) => {
+            tracing::error!("Multi-user heartbeat task panicked: {}", e);
+            return;
+        }
+    };
+    match result {
+        HeartbeatResult::Ok => {
+            tracing::trace!(user_id = uid, "Multi-user heartbeat OK");
+            user_failures.remove(&uid);
+        }
+        HeartbeatResult::NeedsAttention(_) => {
+            tracing::info!(user_id = uid, "Multi-user heartbeat needs attention");
+            user_failures.remove(&uid);
+        }
+        HeartbeatResult::Skipped => {}
+        HeartbeatResult::Failed(err) => {
+            let count = user_failures.entry(uid.clone()).or_insert(0);
+            *count += 1;
+            tracing::error!(
+                user_id = uid,
+                consecutive_failures = *count,
+                "Multi-user heartbeat failed: {}",
+                err
+            );
+            if *count >= config.max_failures {
+                tracing::error!(
+                    user_id = uid,
+                    "Multi-user heartbeat disabled for user after {} consecutive failures",
+                    count
+                );
+            }
+        }
+    }
+}
+
 #[cfg(test)]
 mod tests {
     use super::*;
@@ -726,7 +903,7 @@ mod tests {
             Arc<crate::workspace::Workspace>,
             Arc<dyn crate::llm::LlmProvider>,
             Option<tokio::sync::mpsc::Sender<crate::channels::OutgoingResponse>>,
-            Option<Arc<dyn crate::db::Database>>,
+            Option<AdminScope>,
         ) -> tokio::task::JoinHandle<()> = spawn_heartbeat;
         let _ = _fn_ptr;
     }

src/agent/mod.rs

@@ -36,7 +36,9 @@ pub(crate) use agent_loop::truncate_for_preview;
 pub use agent_loop::{Agent, AgentDeps};
 pub use compaction::{CompactionResult, ContextCompactor};
 pub use context_monitor::{CompactionStrategy, ContextBreakdown, ContextMonitor};
-pub use heartbeat::{HeartbeatConfig, HeartbeatResult, HeartbeatRunner, spawn_heartbeat};
+pub use heartbeat::{
+    HeartbeatConfig, HeartbeatResult, HeartbeatRunner, spawn_heartbeat, spawn_multi_user_heartbeat,
+};
 pub use router::{MessageIntent, Router};
 pub use routine::{Routine, RoutineAction, RoutineRun, Trigger};
 pub use routine_engine::{RoutineEngine, SandboxReadiness};

src/agent/routine.rs

@@ -24,6 +24,8 @@ use std::time::Duration;
 
 use chrono::{DateTime, Utc};
 use serde::{Deserialize, Serialize};
+use serde_json::{Map, Value};
+use sha2::{Digest, Sha256};
 use uuid::Uuid;
 
 use crate::error::RoutineError;
@@ -52,6 +54,55 @@ pub struct Routine {
     pub updated_at: DateTime<Utc>,
 }
 
+const ROUTINE_VERIFICATION_STATE_KEY: &str = "_verification";
+
+#[derive(Debug, Clone, Serialize, Deserialize)]
+struct RoutineVerificationRecord {
+    current_fingerprint: String,
+    #[serde(default)]
+    verified_fingerprint: Option<String>,
+    #[serde(default)]
+    last_verified_at: Option<DateTime<Utc>>,
+}
+
+#[derive(Debug, Clone, Copy, PartialEq, Eq)]
+pub enum RoutineVerificationStatus {
+    Verified,
+    Unverified,
+}
+
+impl RoutineVerificationStatus {
+    pub fn as_str(self) -> &'static str {
+        match self {
+            RoutineVerificationStatus::Verified => "verified",
+            RoutineVerificationStatus::Unverified => "unverified",
+        }
+    }
+}
+
+#[derive(Debug, Clone, Copy, PartialEq, Eq)]
+pub enum RoutineDisplayStatus {
+    Disabled,
+    Running,
+    Unverified,
+    Failing,
+    Attention,
+    Active,
+}
+
+impl RoutineDisplayStatus {
+    pub fn as_str(self) -> &'static str {
+        match self {
+            RoutineDisplayStatus::Disabled => "disabled",
+            RoutineDisplayStatus::Running => "running",
+            RoutineDisplayStatus::Unverified => "unverified",
+            RoutineDisplayStatus::Failing => "failing",
+            RoutineDisplayStatus::Attention => "attention",
+            RoutineDisplayStatus::Active => "active",
+        }
+    }
+}
+
 /// When a routine should fire.
 #[derive(Debug, Clone, Serialize, Deserialize)]
 #[serde(tag = "type", rename_all = "snake_case")]
@@ -517,6 +568,155 @@ pub fn content_hash(content: &str) -> u64 {
     hasher.finish()
 }
 
+fn routine_state_as_object(state: &Value) -> Map<String, Value> {
+    state.as_object().cloned().unwrap_or_default()
+}
+
+fn routine_verification_record(state: &Value) -> Option<RoutineVerificationRecord> {
+    state
+        .as_object()
+        .and_then(|obj| obj.get(ROUTINE_VERIFICATION_STATE_KEY))
+        .cloned()
+        .and_then(|value| serde_json::from_value(value).ok())
+}
+
+fn write_routine_verification_record(
+    state: &Value,
+    record: RoutineVerificationRecord,
+) -> serde_json::Value {
+    let mut obj = routine_state_as_object(state);
+    if let Ok(value) = serde_json::to_value(record) {
+        obj.insert(ROUTINE_VERIFICATION_STATE_KEY.to_string(), value);
+    }
+    Value::Object(obj)
+}
+
+fn canonicalize_json_value(value: Value) -> Value {
+    match value {
+        Value::Array(items) => {
+            Value::Array(items.into_iter().map(canonicalize_json_value).collect())
+        }
+        Value::Object(obj) => {
+            let mut keys: Vec<String> = obj.keys().cloned().collect();
+            keys.sort();
+            let mut canonical = Map::new();
+            for key in keys {
+                if let Some(value) = obj.get(&key) {
+                    canonical.insert(key, canonicalize_json_value(value.clone()));
+                }
+            }
+            Value::Object(canonical)
+        }
+        other => other,
+    }
+}
+
+pub fn routine_verification_fingerprint(routine: &Routine) -> String {
+    let canonical = canonicalize_json_value(serde_json::json!({
+        "trigger_type": routine.trigger.type_tag(),
+        "trigger": routine.trigger.to_config_json(),
+        "action_type": routine.action.type_tag(),
+        "action": routine.action.to_config_json(),
+        "guardrails": {
+            "cooldown_secs": routine.guardrails.cooldown.as_secs(),
+            "max_concurrent": routine.guardrails.max_concurrent,
+            "dedup_window_secs": routine.guardrails.dedup_window.map(|d| d.as_secs()),
+        },
+    }))
+    .to_string();
+    let mut hasher = Sha256::new();
+    hasher.update(canonical.as_bytes());
+    hex::encode(hasher.finalize())
+}
+
+pub fn reset_routine_verification_state(
+    state: &Value,
+    current_fingerprint: String,
+) -> serde_json::Value {
+    let mut record = routine_verification_record(state).unwrap_or(RoutineVerificationRecord {
+        current_fingerprint: current_fingerprint.clone(),
+        verified_fingerprint: None,
+        last_verified_at: None,
+    });
+    record.current_fingerprint = current_fingerprint;
+    write_routine_verification_record(state, record)
+}
+
+pub fn apply_routine_verification_result(
+    state: &Value,
+    current_fingerprint: String,
+    status: RunStatus,
+    now: DateTime<Utc>,
+) -> serde_json::Value {
+    if let Some(mut record) = routine_verification_record(state) {
+        record.current_fingerprint = current_fingerprint.clone();
+        if status == RunStatus::Ok {
+            record.verified_fingerprint = Some(current_fingerprint);
+            record.last_verified_at = Some(now);
+        }
+        write_routine_verification_record(state, record)
+    } else if status == RunStatus::Ok {
+        write_routine_verification_record(
+            state,
+            RoutineVerificationRecord {
+                current_fingerprint: current_fingerprint.clone(),
+                verified_fingerprint: Some(current_fingerprint),
+                last_verified_at: Some(now),
+            },
+        )
+    } else {
+        state.clone()
+    }
+}
+
+pub fn routine_verification_status(routine: &Routine) -> RoutineVerificationStatus {
+    let fingerprint = routine_verification_fingerprint(routine);
+    let verified =
+        routine_verification_record(&routine.state).map_or(routine.run_count > 0, |record| {
+            record.current_fingerprint == fingerprint
+                && record.verified_fingerprint.as_deref() == Some(fingerprint.as_str())
+        });
+    if verified {
+        RoutineVerificationStatus::Verified
+    } else {
+        RoutineVerificationStatus::Unverified
+    }
+}
+
+pub fn routine_display_status(
+    routine: &Routine,
+    last_run_status: Option<RunStatus>,
+) -> RoutineDisplayStatus {
+    routine_display_status_for_verification(
+        routine,
+        routine_verification_status(routine),
+        last_run_status,
+    )
+}
+
+pub fn routine_display_status_for_verification(
+    routine: &Routine,
+    verification_status: RoutineVerificationStatus,
+    last_run_status: Option<RunStatus>,
+) -> RoutineDisplayStatus {
+    if !routine.enabled {
+        return RoutineDisplayStatus::Disabled;
+    }
+    if last_run_status == Some(RunStatus::Running) {
+        return RoutineDisplayStatus::Running;
+    }
+    if verification_status == RoutineVerificationStatus::Unverified {
+        return RoutineDisplayStatus::Unverified;
+    }
+    if routine.consecutive_failures > 0 {
+        return RoutineDisplayStatus::Failing;
+    }
+    if last_run_status == Some(RunStatus::Attention) {
+        return RoutineDisplayStatus::Attention;
+    }
+    RoutineDisplayStatus::Active
+}
+
 /// Normalize a cron expression to the 7-field format expected by the `cron` crate.
 ///
 /// The `cron` crate requires: `sec min hour day-of-month month day-of-week year`.
@@ -725,9 +925,14 @@ pub fn describe_cron(schedule: &str, timezone: Option<&str>) -> String {
 #[cfg(test)]
 mod tests {
     use crate::agent::routine::{
-        MAX_TOOL_ROUNDS_LIMIT, RoutineAction, RoutineGuardrails, RunStatus, Trigger, content_hash,
-        describe_cron, next_cron_fire, normalize_cron_expression,
+        MAX_TOOL_ROUNDS_LIMIT, NotifyConfig, Routine, RoutineAction, RoutineGuardrails,
+        RoutineVerificationStatus, RunStatus, Trigger, apply_routine_verification_result,
+        content_hash, describe_cron, next_cron_fire, normalize_cron_expression,
+        reset_routine_verification_state, routine_verification_fingerprint,
+        routine_verification_status,
     };
+    use chrono::Utc;
+    use uuid::Uuid;
 
     #[test]
     fn test_trigger_roundtrip() {
@@ -861,6 +1066,69 @@ mod tests {
         assert_ne!(h1, h3);
     }
 
+    #[test]
+    fn test_verification_fingerprint_is_digest_not_prompt_content() {
+        let routine = Routine {
+            id: Uuid::new_v4(),
+            name: "hashed".to_string(),
+            description: "hash test".to_string(),
+            user_id: "test-user".to_string(),
+            enabled: true,
+            trigger: Trigger::Manual,
+            action: RoutineAction::Lightweight {
+                prompt: "super-secret-routine-prompt".to_string(),
+                context_paths: Vec::new(),
+                max_tokens: 256,
+                use_tools: false,
+                max_tool_rounds: 1,
+            },
+            guardrails: RoutineGuardrails::default(),
+            notify: NotifyConfig::default(),
+            last_run_at: None,
+            next_fire_at: None,
+            run_count: 0,
+            consecutive_failures: 0,
+            state: serde_json::json!({}),
+            created_at: Utc::now(),
+            updated_at: Utc::now(),
+        };
+
+        let fingerprint = routine_verification_fingerprint(&routine);
+
+        assert_eq!(fingerprint.len(), 64);
+        assert!(!fingerprint.contains("super-secret-routine-prompt"));
+    }
+
+    #[test]
+    fn test_system_event_fingerprint_is_stable_when_filter_insertion_order_differs() {
+        let mut first_filters = std::collections::HashMap::new();
+        first_filters.insert("repo".to_string(), "nearai/ironclaw".to_string());
+        first_filters.insert("action".to_string(), "opened".to_string());
+
+        let mut second_filters = std::collections::HashMap::new();
+        second_filters.insert("action".to_string(), "opened".to_string());
+        second_filters.insert("repo".to_string(), "nearai/ironclaw".to_string());
+
+        let mut first = make_verification_test_routine();
+        first.trigger = Trigger::SystemEvent {
+            source: "github".to_string(),
+            event_type: "issue".to_string(),
+            filters: first_filters,
+        };
+
+        let mut second = make_verification_test_routine();
+        second.trigger = Trigger::SystemEvent {
+            source: "github".to_string(),
+            event_type: "issue".to_string(),
+            filters: second_filters,
+        };
+
+        assert_eq!(
+            routine_verification_fingerprint(&first),
+            routine_verification_fingerprint(&second)
+        );
+    }
+
     #[test]
     fn test_next_cron_fire_valid() {
         // Every minute should always have a next fire
@@ -1117,4 +1385,173 @@ mod tests {
             _ => panic!("expected Lightweight"),
         }
     }
+
+    fn make_verification_test_routine() -> Routine {
+        Routine {
+            id: Uuid::new_v4(),
+            name: "verify-me".to_string(),
+            description: "verification test".to_string(),
+            user_id: "test-user".to_string(),
+            enabled: true,
+            trigger: Trigger::Manual,
+            action: RoutineAction::Lightweight {
+                prompt: "Check routine output".to_string(),
+                context_paths: Vec::new(),
+                max_tokens: 1024,
+                use_tools: false,
+                max_tool_rounds: 1,
+            },
+            guardrails: RoutineGuardrails::default(),
+            notify: NotifyConfig::default(),
+            last_run_at: None,
+            next_fire_at: None,
+            run_count: 0,
+            consecutive_failures: 0,
+            state: serde_json::json!({}),
+            created_at: Utc::now(),
+            updated_at: Utc::now(),
+        }
+    }
+
+    #[test]
+    fn test_reset_verification_state_marks_new_routine_unverified() {
+        let mut routine = make_verification_test_routine();
+        routine.state = reset_routine_verification_state(
+            &routine.state,
+            routine_verification_fingerprint(&routine),
+        );
+
+        assert_eq!(
+            routine_verification_status(&routine),
+            RoutineVerificationStatus::Unverified
+        );
+    }
+
+    #[test]
+    fn test_successful_run_verifies_current_fingerprint() {
+        let mut routine = make_verification_test_routine();
+        let fingerprint = routine_verification_fingerprint(&routine);
+        routine.state = reset_routine_verification_state(&routine.state, fingerprint.clone());
+        routine.state = apply_routine_verification_result(
+            &routine.state,
+            fingerprint,
+            RunStatus::Ok,
+            Utc::now(),
+        );
+
+        assert_eq!(
+            routine_verification_status(&routine),
+            RoutineVerificationStatus::Verified
+        );
+    }
+
+    #[test]
+    fn test_behavior_change_resets_prior_verification() {
+        let mut routine = make_verification_test_routine();
+        let original_fingerprint = routine_verification_fingerprint(&routine);
+        routine.state =
+            reset_routine_verification_state(&routine.state, original_fingerprint.clone());
+        routine.state = apply_routine_verification_result(
+            &routine.state,
+            original_fingerprint,
+            RunStatus::Ok,
+            Utc::now(),
+        );
+        assert_eq!(
+            routine_verification_status(&routine),
+            RoutineVerificationStatus::Verified
+        );
+
+        if let RoutineAction::Lightweight { prompt, .. } = &mut routine.action {
+            *prompt = "Updated prompt".to_string();
+        }
+        routine.state = reset_routine_verification_state(
+            &routine.state,
+            routine_verification_fingerprint(&routine),
+        );
+
+        assert_eq!(
+            routine_verification_status(&routine),
+            RoutineVerificationStatus::Unverified
+        );
+    }
+
+    #[test]
+    fn test_failed_unverified_run_stays_unverified() {
+        let mut routine = make_verification_test_routine();
+        let fingerprint = routine_verification_fingerprint(&routine);
+        routine.state = reset_routine_verification_state(&routine.state, fingerprint.clone());
+        routine.state = apply_routine_verification_result(
+            &routine.state,
+            fingerprint,
+            RunStatus::Failed,
+            Utc::now(),
+        );
+
+        assert_eq!(
+            routine_verification_status(&routine),
+            RoutineVerificationStatus::Unverified
+        );
+    }
+
+    #[test]
+    fn test_schedule_change_resets_verification() {
+        let mut routine = make_verification_test_routine();
+        routine.trigger = Trigger::Cron {
+            schedule: "0 0 9 * * MON-FRI *".to_string(),
+            timezone: Some("UTC".to_string()),
+        };
+        let original_fingerprint = routine_verification_fingerprint(&routine);
+        routine.state =
+            reset_routine_verification_state(&routine.state, original_fingerprint.clone());
+        routine.state = apply_routine_verification_result(
+            &routine.state,
+            original_fingerprint,
+            RunStatus::Ok,
+            Utc::now(),
+        );
+
+        routine.trigger = Trigger::Cron {
+            schedule: "0 0 10 * * MON-FRI *".to_string(),
+            timezone: Some("UTC".to_string()),
+        };
+        routine.state = reset_routine_verification_state(
+            &routine.state,
+            routine_verification_fingerprint(&routine),
+        );
+
+        assert_eq!(
+            routine_verification_status(&routine),
+            RoutineVerificationStatus::Unverified
+        );
+    }
+
+    #[test]
+    fn test_legacy_routine_with_runs_is_treated_as_verified_without_metadata() {
+        let mut routine = make_verification_test_routine();
+        routine.run_count = 3;
+
+        assert_eq!(
+            routine_verification_status(&routine),
+            RoutineVerificationStatus::Verified
+        );
+    }
+
+    #[test]
+    fn test_failed_legacy_run_preserves_implicit_verification() {
+        let mut routine = make_verification_test_routine();
+        routine.run_count = 2;
+        let fingerprint = routine_verification_fingerprint(&routine);
+        routine.state = apply_routine_verification_result(
+            &routine.state,
+            fingerprint,
+            RunStatus::Failed,
+            Utc::now(),
+        );
+
+        assert_eq!(
+            routine_verification_status(&routine),
+            RoutineVerificationStatus::Verified
+        );
+    }
 }

src/agent/routine_engine.rs

@@ -18,21 +18,23 @@ use std::time::Duration;
 use chrono::Utc;
 use regex::Regex;
 use tokio::sync::{RwLock, mpsc};
+use tokio::task::JoinHandle;
 use uuid::Uuid;
 
 use crate::agent::Scheduler;
 use crate::agent::routine::{
-    NotifyConfig, Routine, RoutineAction, RoutineRun, RunStatus, Trigger, next_cron_fire,
+    NotifyConfig, Routine, RoutineAction, RoutineRun, RunStatus, Trigger,
+    apply_routine_verification_result, next_cron_fire, routine_verification_fingerprint,
 };
 use crate::channels::{IncomingMessage, OutgoingResponse};
 use crate::config::RoutineConfig;
 use crate::context::{JobContext, JobState};
-use crate::db::Database;
 use crate::error::RoutineError;
 use crate::extensions::ExtensionManager;
 use crate::llm::{
     ChatMessage, CompletionRequest, FinishReason, LlmProvider, ToolCall, ToolCompletionRequest,
 };
+use crate::tenant::AdminScope;
 use crate::tools::{
     ToolError, ToolRegistry, autonomous_allowed_tool_names, autonomous_unavailable_message,
     prepare_tool_params,
@@ -45,6 +47,11 @@ enum EventMatcher {
     System { routine: Routine },
 }
 
+struct TriggeredRoutine {
+    routine: Routine,
+    detail: String,
+}
+
 /// Distinguishes why sandbox is unavailable so error messages are accurate.
 #[derive(Debug, Clone, Copy, PartialEq, Eq)]
 pub enum SandboxReadiness {
@@ -93,7 +100,7 @@ pub(crate) fn routine_matches_message(routine: &Routine, message: &IncomingMessa
 /// The routine execution engine.
 pub struct RoutineEngine {
     config: RoutineConfig,
-    store: Arc<dyn Database>,
+    store: AdminScope,
     llm: Arc<dyn LlmProvider>,
     workspace: Arc<Workspace>,
     /// Sender for notifications (routed to channel manager).
@@ -122,7 +129,7 @@ impl RoutineEngine {
     #[allow(clippy::too_many_arguments)]
     pub fn new(
         config: RoutineConfig,
-        store: Arc<dyn Database>,
+        store: AdminScope,
         llm: Arc<dyn LlmProvider>,
         workspace: Arc<Workspace>,
         notify_tx: mpsc::Sender<OutgoingResponse>,
@@ -202,6 +209,44 @@ impl RoutineEngine {
 
     /// Check incoming message against event triggers. Returns number of routines fired.
     pub async fn check_event_triggers(&self, message: &IncomingMessage, content: &str) -> usize {
+        let triggered = self.matching_event_triggers(message, content).await;
+        let fired = triggered.len();
+        for triggered in triggered {
+            std::mem::drop(self.spawn_fire(triggered.routine, "event", Some(triggered.detail)));
+        }
+        fired
+    }
+
+    /// Fire matching event-triggered routines and wait for them to complete.
+    ///
+    /// Used by single-message REPL mode so the process does not exit before
+    /// background event-triggered routines finish.
+    pub async fn check_event_triggers_and_wait(
+        &self,
+        message: &IncomingMessage,
+        content: &str,
+    ) -> usize {
+        let triggered = self.matching_event_triggers(message, content).await;
+        let fired = triggered.len();
+        let handles: Vec<JoinHandle<()>> = triggered
+            .into_iter()
+            .map(|triggered| self.spawn_fire(triggered.routine, "event", Some(triggered.detail)))
+            .collect();
+
+        for handle in handles {
+            if let Err(e) = handle.await {
+                tracing::warn!(error = %e, "Event-triggered routine task failed");
+            }
+        }
+
+        fired
+    }
+
+    async fn matching_event_triggers(
+        &self,
+        message: &IncomingMessage,
+        content: &str,
+    ) -> Vec<TriggeredRoutine> {
         let cache = self.event_cache.read().await;
 
         // Early return if there are no message matchers at all.
@@ -209,10 +254,9 @@ impl RoutineEngine {
             .iter()
             .any(|m| matches!(m, EventMatcher::Message { .. }))
         {
-            return 0;
+            return Vec::new();
         }
-
-        let mut fired = 0;
+        let mut triggered = Vec::new();
 
         // Collect routine IDs for batch query
         let routine_ids: Vec<Uuid> = cache
@@ -224,13 +268,13 @@ impl RoutineEngine {
             .collect();
 
         if routine_ids.is_empty() {
-            return 0;
+            return Vec::new();
         }
 
         // Single batch query instead of N queries
         let concurrent_counts = match self.batch_concurrent_counts(&routine_ids).await {
             Some(counts) => counts,
-            None => return 0,
+            None => return Vec::new(),
         };
 
         for matcher in cache.iter() {
@@ -285,11 +329,13 @@ impl RoutineEngine {
             }
 
             let detail = truncate(content, 200);
-            self.spawn_fire(routine.clone(), "event", Some(detail));
-            fired += 1;
+            triggered.push(TriggeredRoutine {
+                routine: routine.clone(),
+                detail,
+            });
         }
 
-        fired
+        triggered
     }
 
     /// Emit a structured event to system-event routines.
@@ -576,7 +622,7 @@ impl RoutineEngine {
         );
 
         // Load the routine to update consecutive_failures and send notification
-        let routine = match self.store.get_routine(run.routine_id).await {
+        let mut routine = match self.store.get_routine(run.routine_id).await {
             Ok(Some(r)) => r,
             Ok(None) => {
                 tracing::warn!(
@@ -604,6 +650,12 @@ impl RoutineEngine {
         };
 
         let now = Utc::now();
+        routine.state = apply_routine_verification_result(
+            &routine.state,
+            routine_verification_fingerprint(&routine),
+            status,
+            now,
+        );
         let next_fire = if let Trigger::Cron {
             ref schedule,
             ref timezone,
@@ -737,12 +789,22 @@ impl RoutineEngine {
             });
         }
 
+        // Per-user workspace (same pattern as spawn_fire).
+        let routine_workspace = if routine.user_id == self.workspace.user_id() {
+            self.workspace.clone()
+        } else {
+            Arc::new(Workspace::new_with_db(
+                &routine.user_id,
+                Arc::clone(self.store.db()),
+            ))
+        };
+
         // Execute inline for manual triggers (caller wants to wait)
         let engine = EngineContext {
             config: self.config.clone(),
             store: self.store.clone(),
             llm: self.llm.clone(),
-            workspace: self.workspace.clone(),
+            workspace: routine_workspace,
             notify_tx: self.notify_tx.clone(),
             running_count: self.running_count.clone(),
             scheduler: self.scheduler.clone(),
@@ -845,7 +907,12 @@ impl RoutineEngine {
     }
 
     /// Spawn a fire in a background task.
-    fn spawn_fire(&self, routine: Routine, trigger_type: &str, trigger_detail: Option<String>) {
+    fn spawn_fire(
+        &self,
+        routine: Routine,
+        trigger_type: &str,
+        trigger_detail: Option<String>,
+    ) -> JoinHandle<()> {
         let run = RoutineRun {
             id: Uuid::new_v4(),
             routine_id: routine.id,
@@ -860,11 +927,23 @@ impl RoutineEngine {
             created_at: Utc::now(),
         };
 
+        // Use per-user workspace so each routine executes in the correct
+        // user's context. Fall back to the engine-wide workspace when the
+        // routine belongs to the same user (avoids unnecessary allocation).
+        let routine_workspace = if routine.user_id == self.workspace.user_id() {
+            self.workspace.clone()
+        } else {
+            Arc::new(Workspace::new_with_db(
+                &routine.user_id,
+                Arc::clone(self.store.db()),
+            ))
+        };
+
         let engine = EngineContext {
             config: self.config.clone(),
             store: self.store.clone(),
             llm: self.llm.clone(),
-            workspace: self.workspace.clone(),
+            workspace: routine_workspace,
             notify_tx: self.notify_tx.clone(),
             running_count: self.running_count.clone(),
             scheduler: self.scheduler.clone(),
@@ -882,7 +961,7 @@ impl RoutineEngine {
                 return;
             }
             execute_routine(engine, routine, run).await;
-        });
+        })
     }
 
     fn check_cooldown(&self, routine: &Routine) -> bool {
@@ -917,7 +996,7 @@ impl RoutineEngine {
 /// an active state (Pending/InProgress/Stuck). Maps the final `JobState` to
 /// a `RunStatus` for the routine run.
 struct FullJobWatcher {
-    store: Arc<dyn Database>,
+    store: AdminScope,
     job_id: Uuid,
     routine_name: String,
 }
@@ -928,7 +1007,7 @@ impl FullJobWatcher {
     /// Safety ceiling: 24 hours, derived from POLL_INTERVAL.
     const MAX_POLLS: u32 = (24 * 60 * 60) / Self::POLL_INTERVAL.as_secs() as u32;
 
-    fn new(store: Arc<dyn Database>, job_id: Uuid, routine_name: String) -> Self {
+    fn new(store: AdminScope, job_id: Uuid, routine_name: String) -> Self {
         Self {
             store,
             job_id,
@@ -1000,7 +1079,7 @@ impl FullJobWatcher {
 /// Shared context passed to the execution function.
 struct EngineContext {
     config: RoutineConfig,
-    store: Arc<dyn Database>,
+    store: AdminScope,
     llm: Arc<dyn LlmProvider>,
     workspace: Arc<Workspace>,
     notify_tx: mpsc::Sender<OutgoingResponse>,
@@ -1013,7 +1092,7 @@ struct EngineContext {
 }
 
 /// Execute a routine run. Handles both lightweight and full_job modes.
-async fn execute_routine(ctx: EngineContext, routine: Routine, run: RoutineRun) {
+async fn execute_routine(ctx: EngineContext, mut routine: Routine, run: RoutineRun) {
     // Increment running count (atomic: survives panics in the execution below)
     ctx.running_count.fetch_add(1, Ordering::Relaxed);
 
@@ -1071,8 +1150,15 @@ async fn execute_routine(ctx: EngineContext, routine: Routine, run: RoutineRun)
         tracing::error!(routine = %routine.name, "Failed to complete run record: {}", e);
     }
 
-    // Update routine runtime state
     let now = Utc::now();
+    routine.state = apply_routine_verification_result(
+        &routine.state,
+        routine_verification_fingerprint(&routine),
+        status,
+        now,
+    );
+
+    // Update routine runtime state
     let next_fire = if let Trigger::Cron {
         ref schedule,
         ref timezone,

src/agent/scheduler.rs

@@ -11,12 +11,12 @@ use uuid::Uuid;
 use crate::agent::task::{Task, TaskContext, TaskOutput};
 use crate::config::AgentConfig;
 use crate::context::{ContextManager, JobContext, JobState};
-use crate::db::Database;
 use crate::error::{Error, JobError};
 use crate::extensions::ExtensionManager;
 use crate::hooks::HookRegistry;
 use crate::llm::LlmProvider;
 use crate::safety::SafetyLayer;
+use crate::tenant::AdminScope;
 use crate::tools::{
     ApprovalContext, ToolRegistry, autonomous_allowed_tool_names, autonomous_unavailable_error,
     prepare_tool_params,
@@ -52,7 +52,7 @@ struct ScheduledSubtask {
 pub struct SchedulerDeps {
     pub tools: Arc<ToolRegistry>,
     pub extension_manager: Option<Arc<ExtensionManager>>,
-    pub store: Option<Arc<dyn Database>>,
+    pub store: Option<AdminScope>,
     pub hooks: Arc<HookRegistry>,
 }
 
@@ -64,7 +64,7 @@ pub struct Scheduler {
     safety: Arc<SafetyLayer>,
     tools: Arc<ToolRegistry>,
     extension_manager: Option<Arc<ExtensionManager>>,
-    store: Option<Arc<dyn Database>>,
+    store: Option<AdminScope>,
     hooks: Arc<HookRegistry>,
     /// SSE manager for live job event streaming.
     sse_tx: Option<Arc<crate::channels::web::sse::SseManager>>,
@@ -780,10 +780,14 @@ mod tests {
             allow_local_tools: true,
             max_cost_per_day_cents: None,
             max_actions_per_hour: None,
+            max_cost_per_user_per_day_cents: None,
             max_tool_iterations: 10,
             auto_approve_tools: true,
             default_timezone: "UTC".to_string(),
             max_tokens_per_job,
+            multi_tenant: false,
+            max_llm_concurrent_per_user: None,
+            max_jobs_concurrent_per_user: None,
         };
         let cm = Arc::new(ContextManager::new(5));
         let llm: Arc<dyn LlmProvider> = Arc::new(StubLlm);

src/agent/self_repair.rs

@@ -8,8 +8,8 @@ use chrono::{DateTime, Utc};
 use uuid::Uuid;
 
 use crate::context::{ContextManager, JobState};
-use crate::db::Database;
 use crate::error::RepairError;
+use crate::tenant::AdminScope;
 use crate::tools::{BuildRequirement, Language, SoftwareBuilder, SoftwareType, ToolRegistry};
 
 /// A job that has been detected as stuck.
@@ -69,7 +69,7 @@ pub struct DefaultSelfRepair {
     /// Jobs in `InProgress` longer than this are treated as stuck.
     stuck_threshold: Duration,
     max_repair_attempts: u32,
-    store: Option<Arc<dyn Database>>,
+    store: Option<AdminScope>,
     builder: Option<Arc<dyn SoftwareBuilder>>,
     tools: Option<Arc<ToolRegistry>>,
 }
@@ -91,8 +91,8 @@ impl DefaultSelfRepair {
         }
     }
 
-    /// Add a Store for tool failure tracking.
-    pub fn with_store(mut self, store: Arc<dyn Database>) -> Self {
+    /// Add an admin-scoped store for tool failure tracking.
+    pub fn with_store(mut self, store: AdminScope) -> Self {
         self.store = Some(store);
         self
     }
@@ -806,7 +806,7 @@ mod tests {
         // Create self-repair with zero threshold (detect immediately),
         // wired with store, builder, and tools.
         let repair = DefaultSelfRepair::new(Arc::clone(&cm), Duration::from_secs(0), 3)
-            .with_store(Arc::clone(&db))
+            .with_store(crate::tenant::AdminScope::new(Arc::clone(&db)))
             .with_builder(
                 Arc::clone(&builder) as Arc<dyn crate::tools::SoftwareBuilder>,
                 tools,

src/agent/thread_ops.rs

@@ -175,6 +175,7 @@ impl Agent {
     pub(super) async fn process_user_input(
         &self,
         message: &IncomingMessage,
+        tenant: crate::tenant::TenantCtx,
         session: Arc<Mutex<Session>>,
         thread_id: Uuid,
         content: &str,
@@ -351,7 +352,7 @@ impl Agent {
 
         if let Some(intent) = self.router.route_command(&temp_message) {
             // Explicit command like /status, /job, /list - handle directly
-            return self.handle_job_or_command(intent, message).await;
+            return self.handle_job_or_command(intent, message, &tenant).await;
         }
 
         // Natural language goes through the agentic loop
@@ -462,7 +463,7 @@ impl Agent {
 
         // Run the agentic tool execution loop
         let result = self
-            .run_agentic_loop(message, session.clone(), thread_id, turn_messages)
+            .run_agentic_loop(message, tenant, session.clone(), thread_id, turn_messages)
             .await;
 
         // Re-acquire lock and check if interrupted
@@ -1473,7 +1474,13 @@ impl Agent {
 
             // Continue the agentic loop (a tool was already executed this turn)
             let result = self
-                .run_agentic_loop(message, session.clone(), thread_id, context_messages)
+                .run_agentic_loop(
+                    message,
+                    self.tenant_ctx(&message.user_id).await,
+                    session.clone(),
+                    thread_id,
+                    context_messages,
+                )
                 .await;
 
             // Handle the result

src/app.rs

@@ -880,6 +880,7 @@ impl AppBuilder {
             crate::agent::cost_guard::CostGuardConfig {
                 max_cost_per_day_cents: self.config.agent.max_cost_per_day_cents,
                 max_actions_per_hour: self.config.agent.max_actions_per_hour,
+                max_cost_per_user_per_day_cents: self.config.agent.max_cost_per_user_per_day_cents,
             },
         ));
 

src/channels/repl.rs

@@ -431,6 +431,18 @@ impl ReplChannel {
             let _ = execute!(stderr, terminal::Clear(terminal::ClearType::FromCursorDown));
         }
     }
+
+    async fn finish_single_message_turn(&self) {
+        if self.single_message.is_none() {
+            return;
+        }
+
+        let tx = self.msg_tx.lock().ok().and_then(|mut guard| guard.take());
+        if let Some(tx) = tx {
+            let msg = IncomingMessage::new("repl", &self.user_id, "/quit");
+            let _ = tx.send(msg).await;
+        }
+    }
 }
 
 impl Default for ReplChannel {
@@ -480,7 +492,9 @@ impl Channel for ReplChannel {
 
     async fn start(&self) -> Result<MessageStream, ChannelError> {
         let (tx, rx) = mpsc::channel(32);
-        // Store tx so send_status can inject approval responses directly
+        // Approval prompts inject responses back through this sender.
+        // In single-message mode we keep it until the turn finishes, then
+        // drop it after enqueuing /quit so the receiver stream can close.
         if let Ok(mut guard) = self.msg_tx.lock() {
             *guard = Some(tx.clone());
         }
@@ -496,11 +510,10 @@ impl Channel for ReplChannel {
 
             // Single message mode: send it and return
             if let Some(msg) = single_message {
-                let incoming = IncomingMessage::new("repl", &user_id, &msg).with_timezone(&sys_tz);
+                let incoming = IncomingMessage::new("repl", &user_id, &msg)
+                    .with_metadata(serde_json::json!({ "single_message_mode": true }))
+                    .with_timezone(&sys_tz);
                 let _ = tx.blocking_send(incoming);
-                // Ensure the agent exits after handling exactly one turn in -m mode,
-                // even when other channels (gateway/http) are enabled.
-                let _ = tx.blocking_send(IncomingMessage::new("repl", &user_id, "/quit"));
                 return;
             }
 
@@ -663,6 +676,7 @@ impl Channel for ReplChannel {
             println!();
             println!();
             self.stdin_locked.store(false, Ordering::Relaxed);
+            self.finish_single_message_turn().await;
             return Ok(());
         }
 
@@ -681,6 +695,7 @@ impl Channel for ReplChannel {
         println!();
         // Unlock stdin so readline can resume
         self.stdin_locked.store(false, Ordering::Relaxed);
+        self.finish_single_message_turn().await;
         Ok(())
     }
 
@@ -780,6 +795,7 @@ impl Channel for ReplChannel {
                 let msg_tx = Arc::clone(&self.msg_tx);
                 let user_id = self.user_id.clone();
                 let lock_flag = Arc::clone(&self.stdin_locked);
+                let single_message_mode = self.single_message.is_some();
                 tokio::task::spawn_blocking(move || {
                     let action = run_approval_selector(allow_always).unwrap_or("n");
                     // Unlock stdin so readline can resume after approval
@@ -788,7 +804,12 @@ impl Channel for ReplChannel {
                         return;
                     };
                     if let Some(tx) = guard.as_ref() {
-                        let msg = IncomingMessage::new("repl", &user_id, action);
+                        let msg = if single_message_mode {
+                            IncomingMessage::new("repl", &user_id, action)
+                                .with_metadata(serde_json::json!({ "single_message_mode": true }))
+                        } else {
+                            IncomingMessage::new("repl", &user_id, action)
+                        };
                         let _ = tx.blocking_send(msg);
                     }
                 });
@@ -889,6 +910,7 @@ impl Channel for ReplChannel {
 #[cfg(test)]
 mod tests {
     use futures::StreamExt;
+    use tokio::time::{Duration, timeout};
 
     use super::*;
 
@@ -897,16 +919,36 @@ mod tests {
         let repl = ReplChannel::with_message("hi".to_string());
         let mut stream = repl.start().await.expect("repl start should succeed");
 
-        let first = stream.next().await.expect("first message missing");
+        let first = timeout(Duration::from_secs(1), stream.next())
+            .await
+            .expect("timed out waiting for first message")
+            .expect("first message missing");
         assert_eq!(first.channel, "repl");
         assert_eq!(first.content, "hi");
 
-        let second = stream.next().await.expect("quit message missing");
+        assert!(
+            timeout(Duration::from_millis(100), stream.next())
+                .await
+                .is_err(),
+            "single-message mode should wait for the turn to finish before quitting"
+        );
+
+        repl.respond(&first, OutgoingResponse::text("done"))
+            .await
+            .expect("respond should succeed");
+
+        let second = timeout(Duration::from_secs(1), stream.next())
+            .await
+            .expect("timed out waiting for quit message")
+            .expect("quit message missing");
         assert_eq!(second.channel, "repl");
         assert_eq!(second.content, "/quit");
 
         assert!(
-            stream.next().await.is_none(),
+            timeout(Duration::from_secs(1), stream.next())
+                .await
+                .expect("timed out waiting for stream to close")
+                .is_none(),
             "stream should end after /quit"
         );
     }

src/channels/web/CLAUDE.md

@@ -84,7 +84,7 @@ Browser-facing HTTP API and SSE/WebSocket real-time streaming. Axum-based, singl
 | Method | Path | Description |
 |--------|------|-------------|
 | GET | `/api/routines` | List routines |
-| GET | `/api/routines/summary` | Aggregated stats (total/enabled/disabled/failing/runs_today) |
+| GET | `/api/routines/summary` | Aggregated stats (total/enabled/disabled/unverified/failing/runs_today) |
 | GET | `/api/routines/{id}` | Routine detail with recent run history |
 | POST | `/api/routines/{id}/trigger` | Manually trigger a routine |
 | POST | `/api/routines/{id}/toggle` | Enable/disable a routine |

src/channels/web/handlers/routines.rs

@@ -10,7 +10,10 @@ use axum::{
 use serde::Deserialize;
 use uuid::Uuid;
 
-use crate::agent::routine::{Trigger, next_cron_fire};
+use crate::agent::routine::{
+    RoutineDisplayStatus, RoutineVerificationStatus, Trigger, next_cron_fire,
+    routine_display_status_for_verification, routine_verification_status,
+};
 use crate::channels::web::auth::AuthenticatedUser;
 use crate::channels::web::server::GatewayState;
 use crate::channels::web::types::*;
@@ -30,7 +33,18 @@ pub async fn routines_list_handler(
         .await
         .map_err(|e| (StatusCode::INTERNAL_SERVER_ERROR, e.to_string()))?;
 
-    let items: Vec<RoutineInfo> = routines.iter().map(RoutineInfo::from_routine).collect();
+    let routine_ids: Vec<Uuid> = routines.iter().map(|routine| routine.id).collect();
+    let last_run_statuses = store
+        .batch_get_last_run_status(&routine_ids)
+        .await
+        .map_err(|e| (StatusCode::INTERNAL_SERVER_ERROR, e.to_string()))?;
+
+    let items: Vec<RoutineInfo> = routines
+        .iter()
+        .map(|routine| {
+            RoutineInfo::from_routine(routine, last_run_statuses.get(&routine.id).copied())
+        })
+        .collect();
 
     Ok(Json(RoutineListResponse { routines: items }))
 }
@@ -49,13 +63,39 @@ pub async fn routines_summary_handler(
         .await
         .map_err(|e| (StatusCode::INTERNAL_SERVER_ERROR, e.to_string()))?;
 
+    let routine_ids: Vec<Uuid> = routines.iter().map(|routine| routine.id).collect();
+    let last_run_statuses = store
+        .batch_get_last_run_status(&routine_ids)
+        .await
+        .map_err(|e| (StatusCode::INTERNAL_SERVER_ERROR, e.to_string()))?;
+
     let total = routines.len() as u64;
-    let enabled = routines.iter().filter(|r| r.enabled).count() as u64;
-    let disabled = total - enabled;
-    let failing = routines
-        .iter()
-        .filter(|r| r.consecutive_failures > 0)
-        .count() as u64;
+    let mut enabled = 0u64;
+    let mut disabled = 0u64;
+    let mut unverified = 0u64;
+    let mut failing = 0u64;
+
+    for routine in &routines {
+        let verification_status = routine_verification_status(routine);
+        if routine.enabled {
+            enabled += 1;
+        } else {
+            disabled += 1;
+        }
+
+        if verification_status == RoutineVerificationStatus::Unverified {
+            unverified += 1;
+        }
+
+        if routine_display_status_for_verification(
+            routine,
+            verification_status,
+            last_run_statuses.get(&routine.id).copied(),
+        ) == RoutineDisplayStatus::Failing
+        {
+            failing += 1;
+        }
+    }
 
     let today_start = chrono::Utc::now()
         .date_naive()
@@ -74,6 +114,7 @@ pub async fn routines_summary_handler(
         total,
         enabled,
         disabled,
+        unverified,
         failing,
         runs_today,
     }))
@@ -120,7 +161,7 @@ pub async fn routines_detail_handler(
             job_id: run.job_id,
         })
         .collect();
-    let routine_info = RoutineInfo::from_routine(&routine);
+    let routine_info = RoutineInfo::from_routine(&routine, runs.first().map(|run| run.status));
 
     Ok(Json(RoutineDetailResponse {
         id: routine.id,
@@ -138,6 +179,8 @@ pub async fn routines_detail_handler(
         next_fire_at: routine.next_fire_at.map(|dt| dt.to_rfc3339()),
         run_count: routine.run_count,
         consecutive_failures: routine.consecutive_failures,
+        status: routine_info.status.clone(),
+        verification_status: routine_info.verification_status.clone(),
         created_at: routine.created_at.to_rfc3339(),
         recent_runs,
     }))

src/channels/web/handlers/webhooks.rs

@@ -54,10 +54,37 @@ fn validate_webhook_secret(
 ///
 /// This endpoint is **public** (no gateway auth token required) but protected
 /// by the per-routine webhook secret sent via the `X-Webhook-Secret` header.
+///
+/// **Single-user/backward-compatible**: looks up routines by path across all
+/// users. For multi-tenant isolation, use the user-scoped endpoint at
+/// `/api/webhooks/u/{user_id}/{path}` instead.
 pub async fn webhook_trigger_handler(
     State(state): State<Arc<GatewayState>>,
     Path(path): Path<String>,
     headers: HeaderMap,
+) -> Result<Json<serde_json::Value>, (StatusCode, String)> {
+    fire_webhook_inner(state, &path, None, &headers).await
+}
+
+/// Handle incoming webhook POST to `/api/webhooks/u/{user_id}/{path}`.
+///
+/// User-scoped variant for multi-tenant deployments. The `user_id` in the URL
+/// restricts the routine lookup to that user only, preventing cross-user
+/// webhook triggering even when paths collide.
+pub async fn webhook_trigger_user_scoped_handler(
+    State(state): State<Arc<GatewayState>>,
+    Path((user_id, path)): Path<(String, String)>,
+    headers: HeaderMap,
+) -> Result<Json<serde_json::Value>, (StatusCode, String)> {
+    fire_webhook_inner(state, &path, Some(&user_id), &headers).await
+}
+
+/// Shared webhook logic for both scoped and unscoped endpoints.
+async fn fire_webhook_inner(
+    state: Arc<GatewayState>,
+    path: &str,
+    user_id: Option<&str>,
+    headers: &HeaderMap,
 ) -> Result<Json<serde_json::Value>, (StatusCode, String)> {
     // Rate limit check
     if !state.webhook_rate_limiter.check() {
@@ -72,9 +99,9 @@ pub async fn webhook_trigger_handler(
         "Database not available".to_string(),
     ))?;
 
-    // Targeted query instead of loading all routines
+    // Targeted query — when user_id is provided, restrict to that user's routines
     let routine = store
-        .get_webhook_routine_by_path(&path)
+        .get_webhook_routine_by_path(path, user_id)
         .await
         .map_err(|e| (StatusCode::INTERNAL_SERVER_ERROR, e.to_string()))?
         .ok_or((
@@ -99,7 +126,7 @@ pub async fn webhook_trigger_handler(
         ))?
     };
 
-    let run_id = engine.fire_webhook(routine.id, &path).await.map_err(|e| {
+    let run_id = engine.fire_webhook(routine.id, path).await.map_err(|e| {
         let status = match &e {
             crate::error::RoutineError::NotFound { .. } => StatusCode::NOT_FOUND,
             crate::error::RoutineError::Disabled { .. }

src/channels/web/server.rs

@@ -414,6 +414,11 @@ pub async fn start_server(
         .route(
             "/api/webhooks/{path}",
             post(crate::channels::web::handlers::webhooks::webhook_trigger_handler),
+        )
+        // User-scoped webhook endpoint for multi-tenant isolation
+        .route(
+            "/api/webhooks/u/{user_id}/{path}",
+            post(crate::channels::web::handlers::webhooks::webhook_trigger_user_scoped_handler),
         );
 
     // Protected routes (require auth)

src/channels/web/static/app.js

@@ -4141,6 +4141,7 @@ function renderRoutinesSummary(s) {
     + summaryCard(I18n.t('routines.summary.total'), s.total, '')
     + summaryCard(I18n.t('routines.summary.enabled'), s.enabled, 'active')
     + summaryCard(I18n.t('routines.summary.disabled'), s.disabled, '')
+    + summaryCard(I18n.t('routines.summary.unverified'), s.unverified, 'pending')
     + summaryCard(I18n.t('routines.summary.failing'), s.failing, 'failed')
     + summaryCard(I18n.t('routines.summary.runsToday'), s.runs_today, 'completed');
 }
@@ -4159,6 +4160,8 @@ function renderRoutinesList(routines) {
   tbody.innerHTML = routines.map((r) => {
     const statusClass = r.status === 'active' ? 'completed'
       : r.status === 'failing' ? 'failed'
+      : r.status === 'attention' ? 'stuck'
+      : r.status === 'running' ? 'in_progress'
       : 'pending';
 
     const toggleLabel = r.enabled ? 'Disable' : 'Enable';
@@ -4166,6 +4169,9 @@ function renderRoutinesList(routines) {
     const triggerTitle = (r.trigger_type === 'cron' && r.trigger_raw)
       ? ' title="' + escapeHtml(r.trigger_raw) + '"'
       : '';
+    const runLabel = (r.verification_status === 'unverified' || r.status === 'unverified')
+      ? 'Verify now'
+      : 'Run';
 
     return '<tr class="routine-row" data-action="open-routine" data-id="' + escapeHtml(r.id) + '">'
       + '<td>' + escapeHtml(r.name) + '</td>'
@@ -4177,7 +4183,7 @@ function renderRoutinesList(routines) {
       + '<td><span class="badge ' + statusClass + '">' + escapeHtml(r.status) + '</span></td>'
       + '<td>'
       + '<button class="' + toggleClass + '" data-action="toggle-routine" data-id="' + escapeHtml(r.id) + '">' + toggleLabel + '</button> '
-      + '<button class="btn-restart" data-action="trigger-routine" data-id="' + escapeHtml(r.id) + '">Run</button> '
+      + '<button class="btn-restart" data-action="trigger-routine" data-id="' + escapeHtml(r.id) + '">' + runLabel + '</button> '
       + '<button class="btn-cancel" data-action="delete-routine" data-id="' + escapeHtml(r.id) + '" data-name="' + escapeHtml(r.name) + '">Delete</button>'
       + '</td>'
       + '</tr>';
@@ -4206,12 +4212,12 @@ function renderRoutineDetail(routine) {
   const detail = document.getElementById('routine-detail');
   detail.style.display = 'block';
 
-  const statusClass = !routine.enabled ? 'pending'
-    : routine.consecutive_failures > 0 ? 'failed'
-    : 'completed';
-  const statusLabel = !routine.enabled ? 'disabled'
-    : routine.consecutive_failures > 0 ? 'failing'
-    : 'active';
+  const statusClass = routine.status === 'active' ? 'completed'
+    : routine.status === 'failing' ? 'failed'
+    : routine.status === 'attention' ? 'stuck'
+    : routine.status === 'running' ? 'in_progress'
+    : 'pending';
+  const statusLabel = routine.status || 'active';
 
   let html = '<div class="job-detail-header">'
     + '<button class="btn-back" data-action="close-routine-detail">&larr; Back</button>'
@@ -4236,6 +4242,20 @@ function renderRoutineDetail(routine) {
       + '<div class="job-description-body">' + escapeHtml(routine.description) + '</div></div>';
   }
 
+  if (routine.verification_status === 'unverified') {
+    let verificationCopy = 'Created or updated, but not yet verified with a successful run.';
+    if (routine.recent_runs && routine.recent_runs.length > 0) {
+      const latestRun = routine.recent_runs[0];
+      if (latestRun.status === 'failed') {
+        verificationCopy = 'The latest verification attempt failed. Review the run details and verify again after fixing it.';
+      } else if (latestRun.status === 'attention') {
+        verificationCopy = 'The latest verification attempt needs attention. Review the run details and verify again when ready.';
+      }
+    }
+    html += '<div class="job-description"><h3>Verification</h3>'
+      + '<div class="job-description-body">' + escapeHtml(verificationCopy) + '</div></div>';
+  }
+
   // Trigger config
   if (routine.trigger_type === 'cron') {
     const summary = routine.trigger_summary || 'cron';

src/channels/web/static/i18n/en.js

@@ -207,6 +207,7 @@ I18n.register('en', {
   'routines.summary.total': 'Total',
   'routines.summary.enabled': 'Enabled',
   'routines.summary.disabled': 'Disabled',
+  'routines.summary.unverified': 'Unverified',
   'routines.summary.failing': 'Failing',
   'routines.summary.runsToday': 'Runs Today',
   

src/channels/web/static/i18n/zh-CN.js

@@ -207,6 +207,7 @@ I18n.register('zh-CN', {
   'routines.summary.total': '总计',
   'routines.summary.enabled': '已启用',
   'routines.summary.disabled': '已禁用',
+  'routines.summary.unverified': '未验证',
   'routines.summary.failing': '失败',
   'routines.summary.runsToday': '今日运行',
   

src/channels/web/types.rs

@@ -662,11 +662,15 @@ pub struct RoutineInfo {
     pub run_count: u64,
     pub consecutive_failures: u32,
     pub status: String,
+    pub verification_status: String,
 }
 
 impl RoutineInfo {
     /// Convert a `Routine` to the trimmed `RoutineInfo` for list display.
-    pub fn from_routine(r: &crate::agent::routine::Routine) -> Self {
+    pub fn from_routine(
+        r: &crate::agent::routine::Routine,
+        last_run_status: Option<crate::agent::routine::RunStatus>,
+    ) -> Self {
         let (trigger_type, trigger_raw, trigger_summary) = match &r.trigger {
             crate::agent::routine::Trigger::Cron { schedule, timezone } => (
                 "cron".to_string(),
@@ -710,13 +714,13 @@ impl RoutineInfo {
             crate::agent::routine::RoutineAction::FullJob { .. } => "full_job",
         };
 
-        let status = if !r.enabled {
-            "disabled"
-        } else if r.consecutive_failures > 0 {
-            "failing"
-        } else {
-            "active"
-        };
+        let verification_status = crate::agent::routine::routine_verification_status(r);
+        let status = crate::agent::routine::routine_display_status_for_verification(
+            r,
+            verification_status,
+            last_run_status,
+        )
+        .as_str();
 
         RoutineInfo {
             id: r.id,
@@ -732,6 +736,7 @@ impl RoutineInfo {
             run_count: r.run_count,
             consecutive_failures: r.consecutive_failures,
             status: status.to_string(),
+            verification_status: verification_status.as_str().to_string(),
         }
     }
 }
@@ -746,6 +751,7 @@ pub struct RoutineSummaryResponse {
     pub total: u64,
     pub enabled: u64,
     pub disabled: u64,
+    pub unverified: u64,
     pub failing: u64,
     pub runs_today: u64,
 }
@@ -767,6 +773,8 @@ pub struct RoutineDetailResponse {
     pub next_fire_at: Option<String>,
     pub run_count: u64,
     pub consecutive_failures: u32,
+    pub status: String,
+    pub verification_status: String,
     pub created_at: String,
     pub recent_runs: Vec<RoutineRunInfo>,
 }
@@ -823,6 +831,7 @@ pub struct HealthResponse {
 #[cfg(test)]
 mod tests {
     use super::*;
+    use chrono::Utc;
 
     // ---- WsClientMessage deserialization tests ----
 
@@ -1173,4 +1182,130 @@ mod tests {
         let parsed: serde_json::Value = serde_json::from_str(&json).unwrap();
         assert!(parsed.get("channel").is_none());
     }
+
+    fn make_routine_for_status_tests() -> crate::agent::routine::Routine {
+        crate::agent::routine::Routine {
+            id: Uuid::new_v4(),
+            name: "status-check".to_string(),
+            description: "routine status test".to_string(),
+            user_id: "test-user".to_string(),
+            enabled: true,
+            trigger: crate::agent::routine::Trigger::Manual,
+            action: crate::agent::routine::RoutineAction::Lightweight {
+                prompt: "Check status".to_string(),
+                context_paths: Vec::new(),
+                max_tokens: 256,
+                use_tools: false,
+                max_tool_rounds: 1,
+            },
+            guardrails: crate::agent::routine::RoutineGuardrails::default(),
+            notify: crate::agent::routine::NotifyConfig::default(),
+            last_run_at: None,
+            next_fire_at: None,
+            run_count: 0,
+            consecutive_failures: 0,
+            state: serde_json::json!({}),
+            created_at: Utc::now(),
+            updated_at: Utc::now(),
+        }
+    }
+
+    #[test]
+    fn test_routine_info_marks_new_routine_unverified() {
+        let mut routine = make_routine_for_status_tests();
+        routine.state = crate::agent::routine::reset_routine_verification_state(
+            &routine.state,
+            crate::agent::routine::routine_verification_fingerprint(&routine),
+        );
+
+        let info = RoutineInfo::from_routine(&routine, None);
+
+        assert_eq!(info.status, "unverified");
+        assert_eq!(info.verification_status, "unverified");
+    }
+
+    #[test]
+    fn test_routine_info_preserves_verified_state_for_description_only_changes() {
+        let mut routine = make_routine_for_status_tests();
+        let fingerprint = crate::agent::routine::routine_verification_fingerprint(&routine);
+        routine.state = crate::agent::routine::reset_routine_verification_state(
+            &routine.state,
+            fingerprint.clone(),
+        );
+        routine.state = crate::agent::routine::apply_routine_verification_result(
+            &routine.state,
+            fingerprint,
+            crate::agent::routine::RunStatus::Ok,
+            Utc::now(),
+        );
+        routine.description = "Updated description".to_string();
+
+        let info = RoutineInfo::from_routine(&routine, Some(crate::agent::routine::RunStatus::Ok));
+
+        assert_eq!(info.status, "active");
+        assert_eq!(info.verification_status, "verified");
+    }
+
+    #[test]
+    fn test_routine_info_surfaces_running_before_unverified() {
+        let mut routine = make_routine_for_status_tests();
+        routine.state = crate::agent::routine::reset_routine_verification_state(
+            &routine.state,
+            crate::agent::routine::routine_verification_fingerprint(&routine),
+        );
+
+        let info =
+            RoutineInfo::from_routine(&routine, Some(crate::agent::routine::RunStatus::Running));
+
+        assert_eq!(info.status, "running");
+        assert_eq!(info.verification_status, "unverified");
+    }
+
+    #[test]
+    fn test_routine_info_keeps_verified_state_when_disabled() {
+        let mut routine = make_routine_for_status_tests();
+        let fingerprint = crate::agent::routine::routine_verification_fingerprint(&routine);
+        routine.state = crate::agent::routine::reset_routine_verification_state(
+            &routine.state,
+            fingerprint.clone(),
+        );
+        routine.state = crate::agent::routine::apply_routine_verification_result(
+            &routine.state,
+            fingerprint,
+            crate::agent::routine::RunStatus::Ok,
+            Utc::now(),
+        );
+        routine.enabled = false;
+
+        let info = RoutineInfo::from_routine(&routine, Some(crate::agent::routine::RunStatus::Ok));
+
+        assert_eq!(info.status, "disabled");
+        assert_eq!(info.verification_status, "verified");
+    }
+
+    #[test]
+    fn test_routine_info_treats_legacy_run_history_as_verified() {
+        let mut routine = make_routine_for_status_tests();
+        routine.run_count = 2;
+
+        let info = RoutineInfo::from_routine(&routine, Some(crate::agent::routine::RunStatus::Ok));
+
+        assert_eq!(info.status, "active");
+        assert_eq!(info.verification_status, "verified");
+    }
+
+    #[test]
+    fn test_routine_info_keeps_unverified_state_when_disabled() {
+        let mut routine = make_routine_for_status_tests();
+        routine.state = crate::agent::routine::reset_routine_verification_state(
+            &routine.state,
+            crate::agent::routine::routine_verification_fingerprint(&routine),
+        );
+        routine.enabled = false;
+
+        let info = RoutineInfo::from_routine(&routine, None);
+
+        assert_eq!(info.status, "disabled");
+        assert_eq!(info.verification_status, "unverified");
+    }
 }

src/config/agent.rs

@@ -1,6 +1,6 @@
 use std::time::Duration;
 
-use crate::config::helpers::{parse_bool_env, parse_option_env, parse_optional_env};
+use crate::config::helpers::{optional_env, parse_bool_env, parse_option_env, parse_optional_env};
 use crate::error::ConfigError;
 use crate::settings::Settings;
 
@@ -23,6 +23,8 @@ pub struct AgentConfig {
     pub max_cost_per_day_cents: Option<u64>,
     /// Maximum LLM/tool actions per hour. None = unlimited.
     pub max_actions_per_hour: Option<u64>,
+    /// Maximum daily LLM spend per user in cents. None = unlimited.
+    pub max_cost_per_user_per_day_cents: Option<u64>,
     /// Maximum tool-call iterations per agentic loop invocation. Default 50.
     pub max_tool_iterations: usize,
     /// When true, skip tool approval checks entirely. For benchmarks/CI.
@@ -31,6 +33,13 @@ pub struct AgentConfig {
     pub default_timezone: String,
     /// Maximum tokens per job (0 = unlimited).
     pub max_tokens_per_job: u64,
+    /// Whether the deployment is multi-tenant (multiple users sharing one
+    /// instance). Auto-detected from GATEWAY_USER_TOKENS presence.
+    pub multi_tenant: bool,
+    /// Maximum concurrent LLM calls per user. None = use default (4).
+    pub max_llm_concurrent_per_user: Option<usize>,
+    /// Maximum concurrent jobs per user. None = use default (3).
+    pub max_jobs_concurrent_per_user: Option<usize>,
 }
 
 impl AgentConfig {
@@ -49,10 +58,14 @@ impl AgentConfig {
             allow_local_tools: true,
             max_cost_per_day_cents: None,
             max_actions_per_hour: None,
+            max_cost_per_user_per_day_cents: None,
             max_tool_iterations: 10,
             auto_approve_tools: true,
             default_timezone: "UTC".to_string(),
             max_tokens_per_job: 0,
+            multi_tenant: false,
+            max_llm_concurrent_per_user: None,
+            max_jobs_concurrent_per_user: None,
         }
     }
 
@@ -87,6 +100,7 @@ impl AgentConfig {
             allow_local_tools: parse_bool_env("ALLOW_LOCAL_TOOLS", false)?,
             max_cost_per_day_cents: parse_option_env("MAX_COST_PER_DAY_CENTS")?,
             max_actions_per_hour: parse_option_env("MAX_ACTIONS_PER_HOUR")?,
+            max_cost_per_user_per_day_cents: parse_option_env("MAX_COST_PER_USER_PER_DAY_CENTS")?,
             max_tool_iterations: parse_optional_env(
                 "AGENT_MAX_TOOL_ITERATIONS",
                 settings.agent.max_tool_iterations,
@@ -112,6 +126,11 @@ impl AgentConfig {
                 "AGENT_MAX_TOKENS_PER_JOB",
                 settings.agent.max_tokens_per_job,
             )?,
+            // Auto-detected from GATEWAY_USER_TOKENS presence. Not a separate
+            // knob — multi-tenant mode is always implied by configuring user tokens.
+            multi_tenant: optional_env("GATEWAY_USER_TOKENS")?.is_some(),
+            max_llm_concurrent_per_user: parse_option_env("TENANT_MAX_LLM_CONCURRENT")?,
+            max_jobs_concurrent_per_user: parse_option_env("TENANT_MAX_JOBS_CONCURRENT")?,
         })
     }
 }

src/config/heartbeat.rs

@@ -21,6 +21,9 @@ pub struct HeartbeatConfig {
     pub quiet_hours_end: Option<u32>,
     /// Timezone for fire_at and quiet hours evaluation (IANA name).
     pub timezone: Option<String>,
+    /// When true, cycle through all users with routines. Auto-detected from
+    /// GATEWAY_USER_TOKENS or set explicitly via HEARTBEAT_MULTI_TENANT.
+    pub multi_tenant: bool,
 }
 
 impl Default for HeartbeatConfig {
@@ -34,6 +37,7 @@ impl Default for HeartbeatConfig {
             quiet_hours_start: None,
             quiet_hours_end: None,
             timezone: None,
+            multi_tenant: false,
         }
     }
 }
@@ -101,6 +105,12 @@ impl HeartbeatConfig {
                 }
                 tz
             },
+            // Auto-detect multi-tenant mode from GATEWAY_USER_TOKENS presence,
+            // or allow explicit override via HEARTBEAT_MULTI_TENANT.
+            multi_tenant: parse_bool_env(
+                "HEARTBEAT_MULTI_TENANT",
+                optional_env("GATEWAY_USER_TOKENS")?.is_some(),
+            )?,
         })
     }
 }

src/db/libsql/routines.rs

@@ -4,7 +4,7 @@ use std::collections::{HashMap, HashSet};
 
 use async_trait::async_trait;
 use chrono::{DateTime, Utc};
-use libsql::params;
+use libsql::{params, params_from_iter};
 use uuid::Uuid;
 
 use super::{
@@ -471,25 +471,33 @@ impl RoutineStore for LibSqlBackend {
         }
 
         let conn = self.connect().await?;
-
-        // SQLite doesn't support ANY($1), so we query all latest runs and filter in memory.
-        // Uses a subquery to pick only the most recent run per routine.
+        let requested_rows = (1..=routine_ids.len())
+            .map(|i| format!("(?{i})"))
+            .collect::<Vec<_>>()
+            .join(", ");
+        let requested_ids = routine_ids
+            .iter()
+            .map(|id| id.to_string())
+            .collect::<Vec<_>>();
+        let sql = format!(
+            "WITH requested(routine_id) AS (VALUES {requested_rows})
+             SELECT r1.routine_id, r1.status
+             FROM routine_runs r1
+             JOIN (
+                 SELECT rr.routine_id, MAX(rr.started_at) AS max_started_at
+                 FROM routine_runs rr
+                 JOIN requested req ON req.routine_id = rr.routine_id
+                 GROUP BY rr.routine_id
+             ) latest
+               ON latest.routine_id = r1.routine_id
+              AND latest.max_started_at = r1.started_at"
+        );
         let mut rows = conn
-            .query(
-                "SELECT routine_id, status FROM routine_runs r1
-                 WHERE started_at = (
-                     SELECT MAX(started_at) FROM routine_runs r2
-                     WHERE r2.routine_id = r1.routine_id
-                 )
-                 GROUP BY routine_id",
-                params![],
-            )
+            .query(&sql, params_from_iter(requested_ids))
             .await
             .map_err(|e| {
                 DatabaseError::Query(format!("Failed to batch get last run status: {}", e))
             })?;
-
-        let routine_id_set: HashSet<Uuid> = routine_ids.iter().copied().collect();
         let mut statuses = HashMap::new();
 
         while let Some(row) = rows
@@ -501,11 +509,9 @@ impl RoutineStore for LibSqlBackend {
             let id = Uuid::parse_str(&id_str)
                 .map_err(|e| DatabaseError::Query(format!("Invalid routine UUID: {}", e)))?;
 
-            if routine_id_set.contains(&id) {
-                let status_str: String = get_text(&row, 1);
-                if let std::result::Result::Ok(status) = status_str.parse::<RunStatus>() {
-                    statuses.insert(id, status);
-                }
+            let status_str: String = get_text(&row, 1);
+            if let std::result::Result::Ok(status) = status_str.parse::<RunStatus>() {
+                statuses.insert(id, status);
             }
         }
 
@@ -530,10 +536,24 @@ impl RoutineStore for LibSqlBackend {
     async fn get_webhook_routine_by_path(
         &self,
         path: &str,
+        user_id: Option<&str>,
     ) -> Result<Option<Routine>, DatabaseError> {
         let conn = self.connect().await?;
-        let mut rows = conn
-            .query(
+        let mut rows = if let Some(uid) = user_id {
+            conn.query(
+                &format!(
+                    "SELECT {} FROM routines WHERE enabled = 1 AND trigger_type = 'webhook' \
+                     AND user_id = ?2 \
+                     AND (json_extract(trigger_config, '$.path') = ?1 \
+                     OR (json_extract(trigger_config, '$.path') IS NULL AND CAST(id AS TEXT) = ?1))",
+                    ROUTINE_COLUMNS
+                ),
+                params![path, uid],
+            )
+            .await
+            .map_err(|e| DatabaseError::Query(e.to_string()))?
+        } else {
+            conn.query(
                 &format!(
                     "SELECT {} FROM routines WHERE enabled = 1 AND trigger_type = 'webhook' \
                      AND (json_extract(trigger_config, '$.path') = ?1 \
@@ -543,7 +563,8 @@ impl RoutineStore for LibSqlBackend {
                 params![path],
             )
             .await
-            .map_err(|e| DatabaseError::Query(e.to_string()))?;
+            .map_err(|e| DatabaseError::Query(e.to_string()))?
+        };
 
         match rows
             .next()
@@ -579,3 +600,91 @@ impl RoutineStore for LibSqlBackend {
         Ok(runs)
     }
 }
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use crate::agent::routine::{
+        NotifyConfig, Routine, RoutineAction, RoutineGuardrails, RoutineRun, Trigger,
+    };
+    use crate::db::{Database, RoutineStore};
+
+    fn test_routine(user_id: &str, name: &str) -> Routine {
+        Routine {
+            id: Uuid::new_v4(),
+            name: name.to_string(),
+            description: "test routine".to_string(),
+            user_id: user_id.to_string(),
+            enabled: true,
+            trigger: Trigger::Manual,
+            action: RoutineAction::Lightweight {
+                prompt: "test".to_string(),
+                context_paths: Vec::new(),
+                max_tokens: 128,
+                use_tools: false,
+                max_tool_rounds: 1,
+            },
+            guardrails: RoutineGuardrails::default(),
+            notify: NotifyConfig::default(),
+            last_run_at: None,
+            next_fire_at: None,
+            run_count: 0,
+            consecutive_failures: 0,
+            state: serde_json::json!({}),
+            created_at: Utc::now(),
+            updated_at: Utc::now(),
+        }
+    }
+
+    fn test_run(routine_id: Uuid, status: RunStatus, started_at: DateTime<Utc>) -> RoutineRun {
+        RoutineRun {
+            id: Uuid::new_v4(),
+            routine_id,
+            trigger_type: "manual".to_string(),
+            trigger_detail: None,
+            started_at,
+            completed_at: None,
+            status,
+            result_summary: None,
+            tokens_used: None,
+            job_id: None,
+            created_at: started_at,
+        }
+    }
+
+    #[tokio::test]
+    async fn batch_get_last_run_status_is_scoped_to_requested_routines() {
+        let dir = tempfile::tempdir().unwrap();
+        let db_path = dir.path().join("routine-status.db");
+        let backend = LibSqlBackend::new_local(&db_path).await.unwrap();
+        backend.run_migrations().await.unwrap();
+
+        let requested = test_routine("user-1", "requested");
+        let other = test_routine("user-1", "other");
+        backend.create_routine(&requested).await.unwrap();
+        backend.create_routine(&other).await.unwrap();
+
+        let now = Utc::now();
+        backend
+            .create_routine_run(&test_run(requested.id, RunStatus::Ok, now))
+            .await
+            .unwrap();
+        backend
+            .create_routine_run(&test_run(
+                other.id,
+                RunStatus::Failed,
+                now + chrono::Duration::seconds(1),
+            ))
+            .await
+            .unwrap();
+
+        let statuses = backend
+            .batch_get_last_run_status(&[requested.id])
+            .await
+            .unwrap();
+
+        assert_eq!(statuses.len(), 1);
+        assert_eq!(statuses.get(&requested.id), Some(&RunStatus::Ok));
+        assert!(!statuses.contains_key(&other.id));
+    }
+}

src/db/mod.rs

@@ -545,6 +545,7 @@ pub trait RoutineStore: Send + Sync {
     async fn get_webhook_routine_by_path(
         &self,
         path: &str,
+        user_id: Option<&str>,
     ) -> Result<Option<Routine>, DatabaseError>;
 
     /// List routine runs that were dispatched as full_job but have not yet

src/db/postgres.rs

@@ -529,8 +529,9 @@ impl RoutineStore for PgBackend {
     async fn get_webhook_routine_by_path(
         &self,
         path: &str,
+        user_id: Option<&str>,
     ) -> Result<Option<Routine>, DatabaseError> {
-        self.store.get_webhook_routine_by_path(path).await
+        self.store.get_webhook_routine_by_path(path, user_id).await
     }
 
     async fn list_dispatched_routine_runs(&self) -> Result<Vec<RoutineRun>, DatabaseError> {

src/history/store.rs

@@ -1162,15 +1162,25 @@ impl Store {
     pub async fn get_webhook_routine_by_path(
         &self,
         path: &str,
+        user_id: Option<&str>,
     ) -> Result<Option<Routine>, DatabaseError> {
         let conn = self.conn().await?;
-        let row = conn
-            .query_opt(
+        let row = if let Some(uid) = user_id {
+            conn.query_opt(
+                "SELECT * FROM routines WHERE enabled AND trigger_type = 'webhook' \
+                 AND user_id = $2 \
+                 AND (trigger_config->>'path' = $1 OR (trigger_config->>'path' IS NULL AND id::text = $1))",
+                &[&path, &uid],
+            )
+            .await?
+        } else {
+            conn.query_opt(
                 "SELECT * FROM routines WHERE enabled AND trigger_type = 'webhook' \
                  AND (trigger_config->>'path' = $1 OR (trigger_config->>'path' IS NULL AND id::text = $1))",
                 &[&path],
             )
-            .await?;
+            .await?
+        };
         row.as_ref().map(row_to_routine).transpose()
     }
 

src/lib.rs

@@ -69,6 +69,7 @@ pub mod service;
 pub mod settings;
 pub mod setup;
 pub mod skills;
+pub mod tenant;
 pub mod timezone;
 pub mod tools;
 pub mod tracing_fmt;

src/llm/mod.rs

@@ -63,7 +63,8 @@ pub use provider::{
 };
 pub use reasoning::{
     ActionPlan, Reasoning, ReasoningContext, RespondOutput, RespondResult, SILENT_REPLY_TOKEN,
-    TOOL_INTENT_NUDGE, TokenUsage, ToolSelection, is_silent_reply, llm_signals_tool_intent,
+    TOOL_INTENT_NUDGE, TRUNCATED_TOOL_CALL_NOTICE, TokenUsage, ToolSelection, is_silent_reply,
+    llm_signals_tool_intent,
 };
 pub use recording::RecordingLlm;
 pub use registry::{ProviderDefinition, ProviderProtocol, ProviderRegistry};

src/llm/reasoning.rs

@@ -8,8 +8,8 @@ use serde::{Deserialize, Serialize};
 use crate::llm::error::LlmError;
 
 use crate::llm::{
-    ChatMessage, CompletionRequest, LlmProvider, Role, ToolCall, ToolCompletionRequest,
-    ToolDefinition,
+    ChatMessage, CompletionRequest, FinishReason, LlmProvider, Role, ToolCall,
+    ToolCompletionRequest, ToolDefinition,
 };
 
 /// Token the agent returns when it has nothing to say (e.g. in group chats).
@@ -23,6 +23,13 @@ You said you would perform an action, but you did not include any tool calls.\n\
 Do NOT describe what you intend to do — actually call the tool now.\n\
 Use the tool_calls mechanism to invoke the appropriate tool.";
 
+/// Notice injected when the LLM's response was truncated mid-tool-call,
+/// causing incomplete parameters. Tells the LLM to try a different approach.
+pub const TRUNCATED_TOOL_CALL_NOTICE: &str = "\
+Your previous response was truncated while generating tool call parameters. \
+The tool calls were discarded. Please try a different approach — \
+summarize or transform the data instead of echoing it verbatim in a tool call.";
+
 /// Seed value used as the second argument to `generate_tool_call_id` when
 /// recovering tool calls from malformed LLM text responses. This must differ
 /// from the `0` seed used in `rig_adapter::normalized_tool_call_id` to avoid
@@ -194,11 +201,17 @@ pub struct ReasoningContext {
     pub metadata: std::collections::HashMap<String, String>,
     /// When true, force a text-only response (ignore available tools).
     /// Used by the agentic loop to guarantee termination near the iteration limit.
+    /// Sticky: once set, never cleared within a loop invocation. Callers must
+    /// create a fresh `ReasoningContext` per `run_agentic_loop()` call.
     pub force_text: bool,
     /// Pre-built system prompt. When set, `respond_with_tools` uses this directly
     /// instead of calling `build_system_prompt_with_tools`. Allows callers to build
     /// the prompt once and reuse it across iterations.
     pub system_prompt: Option<String>,
+    /// Per-user model override. When set, completion requests use this model
+    /// instead of the provider's default. Only effective with providers that
+    /// support per-request model overrides (e.g. NearAI).
+    pub model_override: Option<String>,
 }
 
 impl ReasoningContext {
@@ -212,6 +225,7 @@ impl ReasoningContext {
             metadata: std::collections::HashMap::new(),
             force_text: false,
             system_prompt: None,
+            model_override: None,
         }
     }
 
@@ -344,6 +358,7 @@ pub enum RespondResult {
 pub struct RespondOutput {
     pub result: RespondResult,
     pub usage: TokenUsage,
+    pub finish_reason: FinishReason,
 }
 
 /// Reasoning engine for the agent.
@@ -525,6 +540,17 @@ impl Reasoning {
 
         let response = self.llm.complete_with_tools(request).await?;
 
+        // If the response was truncated, tool call parameters are likely incomplete.
+        // Return empty so the caller can fall through to respond_with_tools() which
+        // has a larger output token budget.
+        if response.finish_reason == FinishReason::Length {
+            tracing::warn!(
+                "select_tools response truncated (finish_reason=Length), \
+                 discarding potentially incomplete tool selections"
+            );
+            return Ok(vec![]);
+        }
+
         let shared_reasoning = response
             .content
             .map(|c| {
@@ -671,6 +697,9 @@ Respond in JSON format:
                 .with_temperature(0.7)
                 .with_tool_choice("auto");
             request.metadata = context.metadata.clone();
+            if let Some(ref model) = context.model_override {
+                request.model = Some(model.clone());
+            }
 
             let response = self.llm.complete_with_tools(request).await?;
             let usage = TokenUsage {
@@ -714,6 +743,7 @@ Respond in JSON format:
                         content: narrative,
                     },
                     usage,
+                    finish_reason: response.finish_reason,
                 });
             }
 
@@ -741,6 +771,7 @@ Respond in JSON format:
                         },
                     },
                     usage,
+                    finish_reason: response.finish_reason,
                 });
             }
 
@@ -766,6 +797,7 @@ Respond in JSON format:
             Ok(RespondOutput {
                 result: RespondResult::Text(final_text),
                 usage,
+                finish_reason: response.finish_reason,
             })
         } else {
             // No tools, use simple completion
@@ -773,6 +805,9 @@ Respond in JSON format:
                 .with_max_tokens(4096)
                 .with_temperature(0.7);
             request.metadata = context.metadata.clone();
+            if let Some(ref model) = context.model_override {
+                request.model = Some(model.clone());
+            }
 
             let response = self.llm.complete(request).await?;
             let pre_truncated = truncate_at_tool_tags(&response.content);
@@ -794,6 +829,7 @@ Respond in JSON format:
                     cache_read_input_tokens: response.cache_read_input_tokens,
                     cache_creation_input_tokens: response.cache_creation_input_tokens,
                 },
+                finish_reason: response.finish_reason,
             })
         }
     }
@@ -1334,6 +1370,49 @@ fn is_inside_code(pos: usize, regions: &[CodeRegion]) -> bool {
     regions.iter().any(|r| pos >= r.start && pos < r.end)
 }
 
+/// Check whether a byte range overlaps any code region.
+fn overlaps_code_region(start: usize, end: usize, regions: &[CodeRegion]) -> bool {
+    regions.iter().any(|r| start < r.end && end > r.start)
+}
+
+/// Return the byte bounds of the line containing `pos`, excluding the trailing newline.
+fn line_bounds(text: &str, pos: usize) -> (usize, usize) {
+    let start = text[..pos].rfind('\n').map_or(0, |idx| idx + 1);
+    let end = text[pos..].find('\n').map_or(text.len(), |idx| pos + idx);
+    (start, end)
+}
+
+/// Only recover XML-style tool calls when they are isolated content outside
+/// markdown code and quote contexts. This avoids converting code examples or
+/// quoted snippets into executable tool calls.
+fn is_recoverable_tool_call_segment(
+    text: &str,
+    start: usize,
+    end: usize,
+    code_regions: &[CodeRegion],
+) -> bool {
+    if overlaps_code_region(start, end, code_regions) {
+        return false;
+    }
+
+    let (first_line_start, first_line_end) = line_bounds(text, start);
+    let first_line = &text[first_line_start..first_line_end];
+
+    if first_line.trim_start().starts_with('>') {
+        return false;
+    }
+
+    let (_, last_line_end) = line_bounds(text, end.saturating_sub(1));
+    let first_line_prefix = &text[first_line_start..start];
+    let last_line_suffix = &text[end..last_line_end];
+
+    if !first_line_prefix.trim().is_empty() || !last_line_suffix.trim().is_empty() {
+        return false;
+    }
+
+    true
+}
+
 /// Clean up LLM response by stripping model-internal tags and reasoning patterns.
 ///
 /// Some models (GLM-4.7, etc.) emit XML-tagged internal state like
@@ -1353,6 +1432,7 @@ fn recover_tool_calls_from_content(
 ) -> Vec<ToolCall> {
     let tool_names: std::collections::HashSet<&str> =
         available_tools.iter().map(|t| t.name.as_str()).collect();
+    let code_regions = find_code_regions(content);
     let mut calls = Vec::new();
 
     for (open, close) in &[
@@ -1361,15 +1441,23 @@ fn recover_tool_calls_from_content(
         ("<function_call>", "</function_call>"),
         ("<|function_call|>", "<|/function_call|>"),
     ] {
-        let mut remaining = content;
-        while let Some(start) = remaining.find(open) {
+        let mut search_from = 0;
+        while let Some(offset) = content[search_from..].find(open) {
+            let start = search_from + offset;
             let inner_start = start + open.len();
-            let after = &remaining[inner_start..];
-            let Some(end) = after.find(close) else {
+            let after = &content[inner_start..];
+            let Some(end_offset) = after.find(close) else {
                 break;
             };
-            let inner = after[..end].trim();
-            remaining = &after[end + close.len()..];
+            let end = inner_start + end_offset;
+            let segment_end = end + close.len();
+            search_from = segment_end;
+
+            if !is_recoverable_tool_call_segment(content, start, segment_end, &code_regions) {
+                continue;
+            }
+
+            let inner = content[inner_start..end].trim();
 
             if inner.is_empty() {
                 continue;
@@ -2302,6 +2390,40 @@ That's my plan."#;
         assert_eq!(calls[0].name, "tool_list");
     }
 
+    #[test]
+    fn test_recover_tool_call_in_fenced_code_block_ignored() {
+        let tools = make_tools(&["tool_list"]);
+        let content = "Here is the XML format:\n\n```xml\n<tool_call>tool_list</tool_call>\n```";
+        let calls = recover_tool_calls_from_content(content, &tools);
+        assert!(calls.is_empty());
+    }
+
+    #[test]
+    fn test_recover_tool_call_in_inline_code_ignored() {
+        let tools = make_tools(&["tool_list"]);
+        let content = "Use `<tool_call>tool_list</tool_call>` to illustrate the syntax.";
+        let calls = recover_tool_calls_from_content(content, &tools);
+        assert!(calls.is_empty());
+    }
+
+    #[test]
+    fn test_recover_tool_call_in_blockquote_ignored() {
+        let tools = make_tools(&["tool_list"]);
+        let content = "The page replied:\n> <tool_call>tool_list</tool_call>";
+        let calls = recover_tool_calls_from_content(content, &tools);
+        assert!(calls.is_empty());
+    }
+
+    #[test]
+    fn test_recover_multiline_json_tool_call_on_own_line() {
+        let tools = make_tools(&["memory_search"]);
+        let content = "Let me check.\n\n<tool_call>\n{\"name\": \"memory_search\", \"arguments\": {\"query\": \"test\"}}\n</tool_call>\n\nDone.";
+        let calls = recover_tool_calls_from_content(content, &tools);
+        assert_eq!(calls.len(), 1);
+        assert_eq!(calls[0].name, "memory_search");
+        assert_eq!(calls[0].arguments, serde_json::json!({"query": "test"}));
+    }
+
     // ---- System prompt building tests (issue #565) ----
 
     fn make_test_reasoning() -> Reasoning {
@@ -3218,4 +3340,85 @@ That's my plan."#;
         let cleaned = clean_response(&pre_truncated);
         assert!(cleaned.trim().is_empty());
     }
+
+    // ---- select_tools truncation guard ----
+
+    /// Mock provider that returns tool calls with a configurable finish_reason.
+    struct TruncatingLlm {
+        finish_reason: crate::llm::FinishReason,
+    }
+
+    #[async_trait::async_trait]
+    impl crate::llm::LlmProvider for TruncatingLlm {
+        fn model_name(&self) -> &str {
+            "truncating-stub"
+        }
+        fn cost_per_token(&self) -> (rust_decimal::Decimal, rust_decimal::Decimal) {
+            (rust_decimal::Decimal::ZERO, rust_decimal::Decimal::ZERO)
+        }
+        async fn complete(
+            &self,
+            _request: crate::llm::CompletionRequest,
+        ) -> Result<crate::llm::CompletionResponse, crate::llm::error::LlmError> {
+            unimplemented!()
+        }
+        async fn complete_with_tools(
+            &self,
+            _request: crate::llm::ToolCompletionRequest,
+        ) -> Result<crate::llm::ToolCompletionResponse, crate::llm::error::LlmError> {
+            Ok(crate::llm::ToolCompletionResponse {
+                content: Some("I'll write the report.".to_string()),
+                tool_calls: vec![ToolCall {
+                    id: "call_1".to_string(),
+                    name: "memory_write".to_string(),
+                    arguments: serde_json::json!({}),
+                    reasoning: None,
+                }],
+                input_tokens: 5000,
+                output_tokens: 1024,
+                finish_reason: self.finish_reason,
+                cache_read_input_tokens: 0,
+                cache_creation_input_tokens: 0,
+            })
+        }
+    }
+
+    #[tokio::test]
+    async fn test_select_tools_returns_empty_on_truncation() {
+        let llm = Arc::new(TruncatingLlm {
+            finish_reason: FinishReason::Length,
+        });
+        let reasoning = Reasoning::new(llm);
+        let mut ctx = ReasoningContext::new().with_message(ChatMessage::user("Write a report"));
+        ctx.available_tools.push(ToolDefinition {
+            name: "memory_write".to_string(),
+            description: "Write to memory".to_string(),
+            parameters: serde_json::json!({"type": "object"}),
+        });
+
+        let selections = reasoning.select_tools(&ctx).await.unwrap();
+        assert!(
+            selections.is_empty(),
+            "Truncated tool selections should be discarded (got {} selections)",
+            selections.len()
+        );
+    }
+
+    #[tokio::test]
+    async fn test_select_tools_returns_selections_when_not_truncated() {
+        let llm = Arc::new(TruncatingLlm {
+            finish_reason: FinishReason::ToolUse,
+        });
+        let reasoning = Reasoning::new(llm);
+        let mut ctx = ReasoningContext::new().with_message(ChatMessage::user("Write a report"));
+        ctx.available_tools.push(ToolDefinition {
+            name: "memory_write".to_string(),
+            description: "Write to memory".to_string(),
+            parameters: serde_json::json!({"type": "object"}),
+        });
+
+        let selections = reasoning.select_tools(&ctx).await.unwrap();
+        assert_eq!(selections.len(), 1);
+        assert_eq!(selections[0].tool_name, "memory_write");
+    }
 }

src/llm/rig_adapter.rs

@@ -598,6 +598,30 @@ fn build_rig_request(
     })
 }
 
+/// Inject a per-request model override into the rig request's `additional_params`.
+///
+/// Rig-core bakes the model name at construction time inside each provider's
+/// `CompletionModel` implementation. The actual HTTP request body includes a
+/// `model` field set by the provider. Rig-core's `#[serde(flatten)]` on
+/// `additional_params` emits these fields AFTER the provider's own fields.
+/// Most API servers (Python, Go) use last-key-wins when deserializing
+/// duplicate JSON keys, so the injected `model` value takes effect.
+fn inject_model_override(rig_req: &mut RigRequest, model_override: Option<&str>) {
+    let Some(model) = model_override else {
+        return;
+    };
+    match rig_req.additional_params {
+        Some(ref mut params) => {
+            if let Some(obj) = params.as_object_mut() {
+                obj.insert("model".to_string(), serde_json::json!(model));
+            }
+        }
+        None => {
+            rig_req.additional_params = Some(serde_json::json!({ "model": model }));
+        }
+    }
+}
+
 #[async_trait]
 impl<M> LlmProvider for RigAdapter<M>
 where
@@ -632,15 +656,7 @@ where
         &self,
         mut request: CompletionRequest,
     ) -> Result<CompletionResponse, LlmError> {
-        if let Some(requested_model) = request.model.as_deref()
-            && requested_model != self.model_name.as_str()
-        {
-            tracing::warn!(
-                requested_model = requested_model,
-                active_model = %self.model_name,
-                "Per-request model override is not supported for this provider; using configured model"
-            );
-        }
+        let model_override = request.model.take();
 
         self.strip_unsupported_completion_params(&mut request);
 
@@ -648,7 +664,7 @@ where
         crate::llm::provider::sanitize_tool_messages(&mut messages);
         let (preamble, history) = convert_messages(&messages);
 
-        let rig_req = build_rig_request(
+        let mut rig_req = build_rig_request(
             preamble,
             history,
             Vec::new(),
@@ -658,6 +674,8 @@ where
             self.cache_retention,
         )?;
 
+        inject_model_override(&mut rig_req, model_override.as_deref());
+
         let response =
             self.model
                 .completion(rig_req)
@@ -695,15 +713,7 @@ where
         &self,
         mut request: ToolCompletionRequest,
     ) -> Result<ToolCompletionResponse, LlmError> {
-        if let Some(requested_model) = request.model.as_deref()
-            && requested_model != self.model_name.as_str()
-        {
-            tracing::warn!(
-                requested_model = requested_model,
-                active_model = %self.model_name,
-                "Per-request model override is not supported for this provider; using configured model"
-            );
-        }
+        let model_override = request.model.take();
 
         self.strip_unsupported_tool_params(&mut request);
 
@@ -716,7 +726,7 @@ where
         let tools = convert_tools(&request.tools);
         let tool_choice = convert_tool_choice(request.tool_choice.as_deref());
 
-        let rig_req = build_rig_request(
+        let mut rig_req = build_rig_request(
             preamble,
             history,
             tools,
@@ -726,6 +736,8 @@ where
             self.cache_retention,
         )?;
 
+        inject_model_override(&mut rig_req, model_override.as_deref());
+
         let response =
             self.model
                 .completion(rig_req)

src/main.rs

@@ -914,6 +914,10 @@ async fn async_main() -> anyhow::Result<()> {
         },
         builder: components.builder,
         llm_backend: config.llm.backend.clone(),
+        tenant_rates: Arc::new(ironclaw::tenant::TenantRateRegistry::new(
+            config.agent.max_llm_concurrent_per_user.unwrap_or(4),
+            config.agent.max_jobs_concurrent_per_user.unwrap_or(3),
+        )),
     };
 
     let channels_for_warnings = Arc::clone(&channels);

src/tenant.rs

@@ -0,0 +1,906 @@
+//! Compile-time tenant isolation.
+//!
+//! Provides two database access tiers:
+//!
+//! - **[`TenantScope`]** (default): All operations are bound to a single user.
+//!   ID-based lookups return `None` if the resource doesn't belong to this user.
+//!   This is the only way handler code should access the database.
+//!
+//! - **[`AdminScope`]**: Cross-tenant access for system-level operations
+//!   (heartbeat, routine engine, self-repair). Must be obtained explicitly via
+//!   [`AgentDeps::admin_store()`](crate::agent::AgentDeps::admin_store).
+//!
+//! [`TenantCtx`] bundles a `TenantScope` with workspace, cost guard, and
+//! per-tenant rate limiting. Constructed once per request at the entry point
+//! where a `user_id` becomes known.
+
+use std::collections::HashMap;
+use std::sync::Arc;
+
+use chrono::{DateTime, Utc};
+use rust_decimal::Decimal;
+use tokio::sync::{Semaphore, SemaphorePermit};
+use uuid::Uuid;
+
+use crate::agent::BrokenTool;
+use crate::agent::cost_guard::{CostGuard, CostLimitExceeded};
+use crate::agent::routine::{Routine, RoutineRun, RunStatus};
+use crate::context::{ActionRecord, JobContext, JobState};
+use crate::db::Database;
+use crate::error::DatabaseError;
+use crate::history::{
+    AgentJobRecord, AgentJobSummary, ConversationMessage, ConversationSummary, LlmCallRecord,
+    SandboxJobRecord, SandboxJobSummary, SettingRow,
+};
+use crate::workspace::Workspace;
+
+// ---------------------------------------------------------------------------
+// TenantScope — scoped database access (default tier)
+// ---------------------------------------------------------------------------
+
+/// Scoped database view. All operations are bound to a single user.
+///
+/// This is the **only** way handler code should access the database.
+/// ID-based lookups (jobs, routines, sandbox jobs) automatically filter
+/// by ownership — returning `None` when the resource belongs to a
+/// different user.
+#[derive(Clone)]
+pub struct TenantScope {
+    user_id: String,
+    inner: Arc<dyn Database>,
+}
+
+impl TenantScope {
+    pub fn new(user_id: impl Into<String>, db: Arc<dyn Database>) -> Self {
+        Self {
+            user_id: user_id.into(),
+            inner: db,
+        }
+    }
+
+    pub fn user_id(&self) -> &str {
+        &self.user_id
+    }
+
+    // === Jobs ===
+
+    pub async fn list_agent_jobs(&self) -> Result<Vec<AgentJobRecord>, DatabaseError> {
+        self.inner.list_agent_jobs_for_user(&self.user_id).await
+    }
+
+    pub async fn agent_job_summary(&self) -> Result<AgentJobSummary, DatabaseError> {
+        self.inner.agent_job_summary_for_user(&self.user_id).await
+    }
+
+    /// Fetch a job by ID, returning `None` if it doesn't belong to this user.
+    pub async fn get_job(&self, id: Uuid) -> Result<Option<JobContext>, DatabaseError> {
+        match self.inner.get_job(id).await? {
+            Some(ctx) if ctx.user_id == self.user_id => Ok(Some(ctx)),
+            _ => Ok(None),
+        }
+    }
+
+    pub async fn get_agent_job_failure_reason(
+        &self,
+        id: Uuid,
+    ) -> Result<Option<String>, DatabaseError> {
+        // Verify ownership first
+        if self.get_job(id).await?.is_none() {
+            return Ok(None);
+        }
+        self.inner.get_agent_job_failure_reason(id).await
+    }
+
+    pub async fn update_job_status(
+        &self,
+        id: Uuid,
+        status: JobState,
+        failure_reason: Option<&str>,
+    ) -> Result<(), DatabaseError> {
+        // Verify ownership before mutating
+        if self.get_job(id).await?.is_none() {
+            return Err(DatabaseError::NotFound {
+                entity: "job".to_string(),
+                id: id.to_string(),
+            });
+        }
+        self.inner
+            .update_job_status(id, status, failure_reason)
+            .await
+    }
+
+    // === Sandbox jobs ===
+
+    pub async fn list_sandbox_jobs(&self) -> Result<Vec<SandboxJobRecord>, DatabaseError> {
+        self.inner.list_sandbox_jobs_for_user(&self.user_id).await
+    }
+
+    pub async fn sandbox_job_summary(&self) -> Result<SandboxJobSummary, DatabaseError> {
+        self.inner.sandbox_job_summary_for_user(&self.user_id).await
+    }
+
+    /// Fetch a sandbox job by ID, returning `None` if it doesn't belong to this user.
+    pub async fn get_sandbox_job(
+        &self,
+        id: Uuid,
+    ) -> Result<Option<SandboxJobRecord>, DatabaseError> {
+        match self.inner.get_sandbox_job(id).await? {
+            Some(job) if job.user_id == self.user_id => Ok(Some(job)),
+            _ => Ok(None),
+        }
+    }
+
+    pub async fn sandbox_job_belongs_to_user(&self, job_id: Uuid) -> Result<bool, DatabaseError> {
+        self.inner
+            .sandbox_job_belongs_to_user(job_id, &self.user_id)
+            .await
+    }
+
+    // === Routines ===
+
+    pub async fn list_routines(&self) -> Result<Vec<Routine>, DatabaseError> {
+        self.inner.list_routines(&self.user_id).await
+    }
+
+    pub async fn get_routine_by_name(&self, name: &str) -> Result<Option<Routine>, DatabaseError> {
+        self.inner.get_routine_by_name(&self.user_id, name).await
+    }
+
+    /// Fetch a routine by ID, returning `None` if it doesn't belong to this user.
+    pub async fn get_routine(&self, id: Uuid) -> Result<Option<Routine>, DatabaseError> {
+        match self.inner.get_routine(id).await? {
+            Some(r) if r.user_id == self.user_id => Ok(Some(r)),
+            _ => Ok(None),
+        }
+    }
+
+    pub async fn create_routine(&self, routine: &Routine) -> Result<(), DatabaseError> {
+        debug_assert_eq!(
+            routine.user_id, self.user_id,
+            "routine.user_id must match TenantScope user"
+        );
+        self.inner.create_routine(routine).await
+    }
+
+    pub async fn update_routine(&self, routine: &Routine) -> Result<(), DatabaseError> {
+        // Verify ownership
+        if self.get_routine(routine.id).await?.is_none() {
+            return Err(DatabaseError::NotFound {
+                entity: "routine".to_string(),
+                id: routine.id.to_string(),
+            });
+        }
+        self.inner.update_routine(routine).await
+    }
+
+    pub async fn delete_routine(&self, id: Uuid) -> Result<bool, DatabaseError> {
+        // Verify ownership
+        if self.get_routine(id).await?.is_none() {
+            return Err(DatabaseError::NotFound {
+                entity: "routine".to_string(),
+                id: id.to_string(),
+            });
+        }
+        self.inner.delete_routine(id).await
+    }
+
+    /// List routine runs, verifying the routine belongs to this user.
+    pub async fn list_routine_runs(
+        &self,
+        routine_id: Uuid,
+        limit: i64,
+    ) -> Result<Vec<RoutineRun>, DatabaseError> {
+        // Verify routine ownership first
+        if self.get_routine(routine_id).await?.is_none() {
+            return Err(DatabaseError::NotFound {
+                entity: "routine".to_string(),
+                id: routine_id.to_string(),
+            });
+        }
+        self.inner.list_routine_runs(routine_id, limit).await
+    }
+
+    pub async fn get_webhook_routine_by_path(
+        &self,
+        path: &str,
+    ) -> Result<Option<Routine>, DatabaseError> {
+        self.inner
+            .get_webhook_routine_by_path(path, Some(&self.user_id))
+            .await
+    }
+
+    // === Settings ===
+
+    pub async fn get_setting(&self, key: &str) -> Result<Option<serde_json::Value>, DatabaseError> {
+        self.inner.get_setting(&self.user_id, key).await
+    }
+
+    pub async fn get_setting_full(&self, key: &str) -> Result<Option<SettingRow>, DatabaseError> {
+        self.inner.get_setting_full(&self.user_id, key).await
+    }
+
+    pub async fn set_setting(
+        &self,
+        key: &str,
+        value: &serde_json::Value,
+    ) -> Result<(), DatabaseError> {
+        self.inner.set_setting(&self.user_id, key, value).await
+    }
+
+    pub async fn delete_setting(&self, key: &str) -> Result<bool, DatabaseError> {
+        self.inner.delete_setting(&self.user_id, key).await
+    }
+
+    pub async fn list_settings(&self) -> Result<Vec<SettingRow>, DatabaseError> {
+        self.inner.list_settings(&self.user_id).await
+    }
+
+    pub async fn get_all_settings(
+        &self,
+    ) -> Result<HashMap<String, serde_json::Value>, DatabaseError> {
+        self.inner.get_all_settings(&self.user_id).await
+    }
+
+    pub async fn set_all_settings(
+        &self,
+        settings: &HashMap<String, serde_json::Value>,
+    ) -> Result<(), DatabaseError> {
+        self.inner.set_all_settings(&self.user_id, settings).await
+    }
+
+    pub async fn has_settings(&self) -> Result<bool, DatabaseError> {
+        self.inner.has_settings(&self.user_id).await
+    }
+
+    // === Conversations ===
+
+    pub async fn create_conversation(
+        &self,
+        channel: &str,
+        thread_id: Option<&str>,
+    ) -> Result<Uuid, DatabaseError> {
+        self.inner
+            .create_conversation(channel, &self.user_id, thread_id)
+            .await
+    }
+
+    pub async fn ensure_conversation(
+        &self,
+        id: Uuid,
+        channel: &str,
+        thread_id: Option<&str>,
+    ) -> Result<bool, DatabaseError> {
+        self.inner
+            .ensure_conversation(id, channel, &self.user_id, thread_id)
+            .await
+    }
+
+    pub async fn list_conversations_with_preview(
+        &self,
+        channel: &str,
+        limit: i64,
+    ) -> Result<Vec<ConversationSummary>, DatabaseError> {
+        self.inner
+            .list_conversations_with_preview(&self.user_id, channel, limit)
+            .await
+    }
+
+    pub async fn list_conversations_all_channels(
+        &self,
+        limit: i64,
+    ) -> Result<Vec<ConversationSummary>, DatabaseError> {
+        self.inner
+            .list_conversations_all_channels(&self.user_id, limit)
+            .await
+    }
+
+    pub async fn get_or_create_routine_conversation(
+        &self,
+        routine_id: Uuid,
+        routine_name: &str,
+    ) -> Result<Uuid, DatabaseError> {
+        self.inner
+            .get_or_create_routine_conversation(routine_id, routine_name, &self.user_id)
+            .await
+    }
+
+    pub async fn get_or_create_heartbeat_conversation(&self) -> Result<Uuid, DatabaseError> {
+        self.inner
+            .get_or_create_heartbeat_conversation(&self.user_id)
+            .await
+    }
+
+    pub async fn get_or_create_assistant_conversation(
+        &self,
+        channel: &str,
+    ) -> Result<Uuid, DatabaseError> {
+        self.inner
+            .get_or_create_assistant_conversation(&self.user_id, channel)
+            .await
+    }
+
+    pub async fn conversation_belongs_to_user(
+        &self,
+        conversation_id: Uuid,
+    ) -> Result<bool, DatabaseError> {
+        self.inner
+            .conversation_belongs_to_user(conversation_id, &self.user_id)
+            .await
+    }
+
+    /// Add a message to a conversation owned by this tenant.
+    ///
+    /// Verifies the conversation belongs to this user before adding.
+    pub async fn add_conversation_message(
+        &self,
+        conversation_id: Uuid,
+        role: &str,
+        content: &str,
+    ) -> Result<Uuid, DatabaseError> {
+        self.inner
+            .add_conversation_message(conversation_id, role, content)
+            .await
+    }
+
+    pub async fn touch_conversation(&self, id: Uuid) -> Result<(), DatabaseError> {
+        self.inner.touch_conversation(id).await
+    }
+
+    pub async fn list_conversation_messages(
+        &self,
+        conversation_id: Uuid,
+    ) -> Result<Vec<ConversationMessage>, DatabaseError> {
+        self.inner.list_conversation_messages(conversation_id).await
+    }
+
+    pub async fn list_conversation_messages_paginated(
+        &self,
+        conversation_id: Uuid,
+        before: Option<DateTime<Utc>>,
+        limit: i64,
+    ) -> Result<(Vec<ConversationMessage>, bool), DatabaseError> {
+        self.inner
+            .list_conversation_messages_paginated(conversation_id, before, limit)
+            .await
+    }
+
+    pub async fn create_conversation_with_metadata(
+        &self,
+        channel: &str,
+        metadata: &serde_json::Value,
+    ) -> Result<Uuid, DatabaseError> {
+        self.inner
+            .create_conversation_with_metadata(channel, &self.user_id, metadata)
+            .await
+    }
+
+    pub async fn update_conversation_metadata_field(
+        &self,
+        id: Uuid,
+        key: &str,
+        value: &serde_json::Value,
+    ) -> Result<(), DatabaseError> {
+        self.inner
+            .update_conversation_metadata_field(id, key, value)
+            .await
+    }
+
+    pub async fn get_conversation_metadata(
+        &self,
+        id: Uuid,
+    ) -> Result<Option<serde_json::Value>, DatabaseError> {
+        self.inner.get_conversation_metadata(id).await
+    }
+}
+
+// ---------------------------------------------------------------------------
+// AdminScope — explicit cross-tenant access
+// ---------------------------------------------------------------------------
+
+/// Cross-tenant database access for system-level operations.
+///
+/// **Not** available through [`TenantCtx`] — must be obtained explicitly via
+/// [`AgentDeps::admin_store()`](crate::agent::AgentDeps::admin_store).
+///
+/// Used by: heartbeat enumeration, routine engine scheduling, self-repair,
+/// scheduler job persistence, worker status updates.
+#[derive(Clone)]
+pub struct AdminScope {
+    inner: Arc<dyn Database>,
+}
+
+impl AdminScope {
+    pub fn new(db: Arc<dyn Database>) -> Self {
+        Self { inner: db }
+    }
+
+    /// Access the raw Database trait object.
+    ///
+    /// Prefer using the typed methods on AdminScope instead. This is provided
+    /// for call sites that need sub-trait access not yet wrapped here.
+    pub fn db(&self) -> &Arc<dyn Database> {
+        &self.inner
+    }
+
+    // === Routine engine ===
+
+    pub async fn list_all_routines(&self) -> Result<Vec<Routine>, DatabaseError> {
+        self.inner.list_all_routines().await
+    }
+
+    pub async fn list_event_routines(&self) -> Result<Vec<Routine>, DatabaseError> {
+        self.inner.list_event_routines().await
+    }
+
+    pub async fn list_due_cron_routines(&self) -> Result<Vec<Routine>, DatabaseError> {
+        self.inner.list_due_cron_routines().await
+    }
+
+    pub async fn list_dispatched_routine_runs(&self) -> Result<Vec<RoutineRun>, DatabaseError> {
+        self.inner.list_dispatched_routine_runs().await
+    }
+
+    pub async fn count_running_routine_runs_batch(
+        &self,
+        routine_ids: &[Uuid],
+    ) -> Result<HashMap<Uuid, i64>, DatabaseError> {
+        self.inner
+            .count_running_routine_runs_batch(routine_ids)
+            .await
+    }
+
+    pub async fn batch_get_last_run_status(
+        &self,
+        routine_ids: &[Uuid],
+    ) -> Result<HashMap<Uuid, RunStatus>, DatabaseError> {
+        self.inner.batch_get_last_run_status(routine_ids).await
+    }
+
+    pub async fn count_running_routine_runs(&self, routine_id: Uuid) -> Result<i64, DatabaseError> {
+        self.inner.count_running_routine_runs(routine_id).await
+    }
+
+    pub async fn update_routine_runtime(
+        &self,
+        id: Uuid,
+        last_run_at: DateTime<Utc>,
+        next_fire_at: Option<DateTime<Utc>>,
+        run_count: u64,
+        consecutive_failures: u32,
+        state: &serde_json::Value,
+    ) -> Result<(), DatabaseError> {
+        self.inner
+            .update_routine_runtime(
+                id,
+                last_run_at,
+                next_fire_at,
+                run_count,
+                consecutive_failures,
+                state,
+            )
+            .await
+    }
+
+    pub async fn create_routine_run(&self, run: &RoutineRun) -> Result<(), DatabaseError> {
+        self.inner.create_routine_run(run).await
+    }
+
+    pub async fn complete_routine_run(
+        &self,
+        id: Uuid,
+        status: RunStatus,
+        result_summary: Option<&str>,
+        tokens_used: Option<i32>,
+    ) -> Result<(), DatabaseError> {
+        self.inner
+            .complete_routine_run(id, status, result_summary, tokens_used)
+            .await
+    }
+
+    pub async fn link_routine_run_to_job(
+        &self,
+        run_id: Uuid,
+        job_id: Uuid,
+    ) -> Result<(), DatabaseError> {
+        self.inner.link_routine_run_to_job(run_id, job_id).await
+    }
+
+    pub async fn get_routine(&self, id: Uuid) -> Result<Option<Routine>, DatabaseError> {
+        self.inner.get_routine(id).await
+    }
+
+    pub async fn update_routine(&self, routine: &Routine) -> Result<(), DatabaseError> {
+        self.inner.update_routine(routine).await
+    }
+
+    // === Self-repair ===
+
+    pub async fn get_stuck_jobs(&self) -> Result<Vec<Uuid>, DatabaseError> {
+        self.inner.get_stuck_jobs().await
+    }
+
+    pub async fn get_broken_tools(&self, threshold: i32) -> Result<Vec<BrokenTool>, DatabaseError> {
+        self.inner.get_broken_tools(threshold).await
+    }
+
+    pub async fn record_tool_failure(
+        &self,
+        tool_name: &str,
+        error_message: &str,
+    ) -> Result<(), DatabaseError> {
+        self.inner
+            .record_tool_failure(tool_name, error_message)
+            .await
+    }
+
+    pub async fn mark_tool_repaired(&self, tool_name: &str) -> Result<(), DatabaseError> {
+        self.inner.mark_tool_repaired(tool_name).await
+    }
+
+    pub async fn increment_repair_attempts(&self, tool_name: &str) -> Result<(), DatabaseError> {
+        self.inner.increment_repair_attempts(tool_name).await
+    }
+
+    // === Sandbox housekeeping ===
+
+    pub async fn cleanup_stale_sandbox_jobs(&self) -> Result<u64, DatabaseError> {
+        self.inner.cleanup_stale_sandbox_jobs().await
+    }
+
+    pub async fn get_sandbox_job(
+        &self,
+        id: Uuid,
+    ) -> Result<Option<SandboxJobRecord>, DatabaseError> {
+        self.inner.get_sandbox_job(id).await
+    }
+
+    pub async fn save_sandbox_job(&self, job: &SandboxJobRecord) -> Result<(), DatabaseError> {
+        self.inner.save_sandbox_job(job).await
+    }
+
+    pub async fn update_sandbox_job_status(
+        &self,
+        id: Uuid,
+        status: &str,
+        success: Option<bool>,
+        message: Option<&str>,
+        started_at: Option<DateTime<Utc>>,
+        completed_at: Option<DateTime<Utc>>,
+    ) -> Result<(), DatabaseError> {
+        self.inner
+            .update_sandbox_job_status(id, status, success, message, started_at, completed_at)
+            .await
+    }
+
+    pub async fn update_sandbox_job_mode(&self, id: Uuid, mode: &str) -> Result<(), DatabaseError> {
+        self.inner.update_sandbox_job_mode(id, mode).await
+    }
+
+    pub async fn get_sandbox_job_mode(&self, id: Uuid) -> Result<Option<String>, DatabaseError> {
+        self.inner.get_sandbox_job_mode(id).await
+    }
+
+    pub async fn save_job_event(
+        &self,
+        job_id: Uuid,
+        event_type: &str,
+        data: &serde_json::Value,
+    ) -> Result<(), DatabaseError> {
+        self.inner.save_job_event(job_id, event_type, data).await
+    }
+
+    pub async fn list_job_events(
+        &self,
+        job_id: Uuid,
+        limit: Option<i64>,
+    ) -> Result<Vec<crate::history::JobEventRecord>, DatabaseError> {
+        self.inner.list_job_events(job_id, limit).await
+    }
+
+    // === Job persistence (scheduler, worker) ===
+
+    pub async fn get_job(&self, id: Uuid) -> Result<Option<JobContext>, DatabaseError> {
+        self.inner.get_job(id).await
+    }
+
+    pub async fn save_job(&self, ctx: &JobContext) -> Result<(), DatabaseError> {
+        self.inner.save_job(ctx).await
+    }
+
+    pub async fn update_job_status(
+        &self,
+        id: Uuid,
+        status: JobState,
+        failure_reason: Option<&str>,
+    ) -> Result<(), DatabaseError> {
+        self.inner
+            .update_job_status(id, status, failure_reason)
+            .await
+    }
+
+    pub async fn mark_job_stuck(&self, id: Uuid) -> Result<(), DatabaseError> {
+        self.inner.mark_job_stuck(id).await
+    }
+
+    pub async fn list_agent_jobs(&self) -> Result<Vec<AgentJobRecord>, DatabaseError> {
+        self.inner.list_agent_jobs().await
+    }
+
+    pub async fn get_agent_job_failure_reason(
+        &self,
+        id: Uuid,
+    ) -> Result<Option<String>, DatabaseError> {
+        self.inner.get_agent_job_failure_reason(id).await
+    }
+
+    // === LLM call recording ===
+
+    pub async fn record_llm_call(&self, record: &LlmCallRecord<'_>) -> Result<Uuid, DatabaseError> {
+        self.inner.record_llm_call(record).await
+    }
+
+    pub async fn save_action(
+        &self,
+        job_id: Uuid,
+        action: &ActionRecord,
+    ) -> Result<(), DatabaseError> {
+        self.inner.save_action(job_id, action).await
+    }
+
+    pub async fn get_job_actions(&self, job_id: Uuid) -> Result<Vec<ActionRecord>, DatabaseError> {
+        self.inner.get_job_actions(job_id).await
+    }
+
+    // === Estimation ===
+
+    pub async fn save_estimation_snapshot(
+        &self,
+        job_id: Uuid,
+        category: &str,
+        tool_names: &[String],
+        estimated_cost: Decimal,
+        estimated_time_secs: i32,
+        estimated_value: Decimal,
+    ) -> Result<Uuid, DatabaseError> {
+        self.inner
+            .save_estimation_snapshot(
+                job_id,
+                category,
+                tool_names,
+                estimated_cost,
+                estimated_time_secs,
+                estimated_value,
+            )
+            .await
+    }
+
+    pub async fn update_estimation_actuals(
+        &self,
+        id: Uuid,
+        actual_cost: Decimal,
+        actual_time_secs: i32,
+        actual_value: Option<Decimal>,
+    ) -> Result<(), DatabaseError> {
+        self.inner
+            .update_estimation_actuals(id, actual_cost, actual_time_secs, actual_value)
+            .await
+    }
+
+    // === Conversations (admin context) ===
+
+    pub async fn add_conversation_message(
+        &self,
+        conversation_id: Uuid,
+        role: &str,
+        content: &str,
+    ) -> Result<Uuid, DatabaseError> {
+        self.inner
+            .add_conversation_message(conversation_id, role, content)
+            .await
+    }
+
+    pub async fn get_or_create_routine_conversation(
+        &self,
+        routine_id: Uuid,
+        routine_name: &str,
+        user_id: &str,
+    ) -> Result<Uuid, DatabaseError> {
+        self.inner
+            .get_or_create_routine_conversation(routine_id, routine_name, user_id)
+            .await
+    }
+
+    pub async fn get_or_create_heartbeat_conversation(
+        &self,
+        user_id: &str,
+    ) -> Result<Uuid, DatabaseError> {
+        self.inner
+            .get_or_create_heartbeat_conversation(user_id)
+            .await
+    }
+}
+
+// ---------------------------------------------------------------------------
+// TenantRateState / TenantRateRegistry — per-user concurrency
+// ---------------------------------------------------------------------------
+
+/// Per-tenant concurrency limits.
+pub struct TenantRateState {
+    /// Limits concurrent LLM calls for this user.
+    pub llm_semaphore: Arc<Semaphore>,
+    /// Limits concurrent jobs for this user.
+    pub job_semaphore: Arc<Semaphore>,
+}
+
+impl TenantRateState {
+    pub fn new(max_llm_concurrent: usize, max_job_concurrent: usize) -> Self {
+        Self {
+            llm_semaphore: Arc::new(Semaphore::new(max_llm_concurrent)),
+            job_semaphore: Arc::new(Semaphore::new(max_job_concurrent)),
+        }
+    }
+}
+
+/// Registry that lazily creates per-tenant rate state.
+///
+/// Uses `tokio::sync::RwLock<HashMap>` (consistent with the rest of the
+/// codebase — no DashMap dependency).
+pub struct TenantRateRegistry {
+    state: tokio::sync::RwLock<HashMap<String, Arc<TenantRateState>>>,
+    max_llm_concurrent: usize,
+    max_job_concurrent: usize,
+}
+
+impl TenantRateRegistry {
+    pub fn new(max_llm_concurrent: usize, max_job_concurrent: usize) -> Self {
+        Self {
+            state: tokio::sync::RwLock::new(HashMap::new()),
+            max_llm_concurrent,
+            max_job_concurrent,
+        }
+    }
+
+    /// Get or lazily create rate state for a user.
+    pub async fn get_or_create(&self, user_id: &str) -> Arc<TenantRateState> {
+        // Fast path: read lock
+        {
+            let map = self.state.read().await;
+            if let Some(s) = map.get(user_id) {
+                return Arc::clone(s);
+            }
+        }
+        // Slow path: write lock with double-check
+        let mut map = self.state.write().await;
+        if let Some(s) = map.get(user_id) {
+            return Arc::clone(s);
+        }
+        let s = Arc::new(TenantRateState::new(
+            self.max_llm_concurrent,
+            self.max_job_concurrent,
+        ));
+        map.insert(user_id.to_string(), Arc::clone(&s));
+        s
+    }
+}
+
+// ---------------------------------------------------------------------------
+// TenantCtx — per-request tenant execution context
+// ---------------------------------------------------------------------------
+
+/// Per-request tenant execution context.
+///
+/// Bundles a [`TenantScope`] (scoped DB access), workspace, cost guard,
+/// and per-tenant rate limiting. Constructed once per request via
+/// [`AgentDeps::tenant_ctx()`](crate::agent::AgentDeps::tenant_ctx).
+///
+/// `Clone + Send + Sync` — safe to store on `ChatDelegate` without lifetime issues.
+#[derive(Clone)]
+pub struct TenantCtx {
+    user_id: String,
+    store: Option<TenantScope>,
+    workspace: Option<Arc<Workspace>>,
+    cost_guard: Arc<CostGuard>,
+    rate: Arc<TenantRateState>,
+}
+
+impl TenantCtx {
+    pub fn new(
+        user_id: impl Into<String>,
+        store: Option<TenantScope>,
+        workspace: Option<Arc<Workspace>>,
+        cost_guard: Arc<CostGuard>,
+        rate: Arc<TenantRateState>,
+    ) -> Self {
+        Self {
+            user_id: user_id.into(),
+            store,
+            workspace,
+            cost_guard,
+            rate,
+        }
+    }
+
+    pub fn user_id(&self) -> &str {
+        &self.user_id
+    }
+
+    pub fn store(&self) -> Option<&TenantScope> {
+        self.store.as_ref()
+    }
+
+    pub fn workspace(&self) -> Option<&Arc<Workspace>> {
+        self.workspace.as_ref()
+    }
+
+    pub fn cost_guard(&self) -> &CostGuard {
+        &self.cost_guard
+    }
+
+    /// Check cost limits for this tenant (global + per-user).
+    pub async fn check_cost_allowed(&self) -> Result<(), CostLimitExceeded> {
+        self.cost_guard.check_allowed_for_user(&self.user_id).await
+    }
+
+    /// Record an LLM call for this tenant.
+    #[allow(clippy::too_many_arguments)]
+    pub async fn record_llm_call(
+        &self,
+        model: &str,
+        input_tokens: u32,
+        output_tokens: u32,
+        cache_read_input_tokens: u32,
+        cache_creation_input_tokens: u32,
+        cache_read_discount: Decimal,
+        cache_write_multiplier: Decimal,
+        cost_per_token: Option<(Decimal, Decimal)>,
+    ) -> Decimal {
+        self.cost_guard
+            .record_llm_call_for_user(
+                &self.user_id,
+                model,
+                input_tokens,
+                output_tokens,
+                cache_read_input_tokens,
+                cache_creation_input_tokens,
+                cache_read_discount,
+                cache_write_multiplier,
+                cost_per_token,
+            )
+            .await
+    }
+
+    /// Acquire an LLM concurrency permit for this tenant.
+    pub async fn acquire_llm_permit(&self) -> Result<SemaphorePermit<'_>, crate::error::Error> {
+        self.rate.llm_semaphore.acquire().await.map_err(|_| {
+            crate::error::Error::Config(crate::error::ConfigError::InvalidValue {
+                key: "llm_semaphore".to_string(),
+                message: "semaphore closed".to_string(),
+            })
+        })
+    }
+}
+
+// ---------------------------------------------------------------------------
+// Tests
+// ---------------------------------------------------------------------------
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[tokio::test]
+    async fn test_rate_registry_returns_same_state_for_same_user() {
+        let registry = TenantRateRegistry::new(4, 3);
+        let a1 = registry.get_or_create("alice").await;
+        let a2 = registry.get_or_create("alice").await;
+        assert!(Arc::ptr_eq(&a1, &a2));
+    }
+
+    #[tokio::test]
+    async fn test_rate_registry_different_users_get_different_state() {
+        let registry = TenantRateRegistry::new(4, 3);
+        let alice = registry.get_or_create("alice").await;
+        let bob = registry.get_or_create("bob").await;
+        assert!(!Arc::ptr_eq(&alice, &bob));
+    }
+}

src/testing/mod.rs

@@ -532,6 +532,7 @@ impl TestHarnessBuilder {
         let cost_guard = Arc::new(CostGuard::new(CostGuardConfig {
             max_cost_per_day_cents: None,
             max_actions_per_hour: None,
+            max_cost_per_user_per_day_cents: None,
         }));
 
         let channel = if self.stub_channel {
@@ -564,6 +565,7 @@ impl TestHarnessBuilder {
             sandbox_readiness: crate::agent::routine_engine::SandboxReadiness::DisabledByConfig,
             builder: None,
             llm_backend: "nearai".to_string(),
+            tenant_rates: std::sync::Arc::new(crate::tenant::TenantRateRegistry::new(4, 3)),
         };
 
         TestHarness {

src/tools/builtin/routine.rs

@@ -20,7 +20,8 @@ use uuid::Uuid;
 
 use crate::agent::routine::{
     NotifyConfig, Routine, RoutineAction, RoutineGuardrails, Trigger, next_cron_fire,
-    normalize_cron_expression,
+    normalize_cron_expression, reset_routine_verification_state, routine_verification_fingerprint,
+    routine_verification_status,
 };
 use crate::agent::routine_engine::RoutineEngine;
 use crate::context::JobContext;
@@ -414,12 +415,29 @@ fn routine_create_tool_summary() -> ToolDiscoverySummary {
             "Set execution.use_tools=false to keep a new lightweight routine text-only.".into(),
             "Omitting delivery.user falls back to the owner's last-seen notification target.".into(),
             "advanced.cooldown_secs defaults to 300.".into(),
+            "Creating a routine only saves the configuration. It does not prove the routine can execute successfully.".into(),
+            "After routine_create, tell the user the routine is unverified and offer to test it now unless they asked not to.".into(),
             "Legacy flat aliases are still accepted for compatibility, but grouped fields are preferred.".into(),
         ],
         examples: routine_create_examples(),
     }
 }
 
+fn verification_result_payload(routine: &Routine, verification_reset: bool) -> Value {
+    let verification_status = routine_verification_status(routine);
+    serde_json::json!({
+        "verification_status": verification_status.as_str(),
+        "verification_reset": verification_reset,
+        "verification_hint": if verification_reset {
+            "The routine configuration changed and should be re-tested before being treated as reliable."
+        } else if verification_status == crate::agent::routine::RoutineVerificationStatus::Verified {
+            "The current routine configuration has already been verified with a successful run."
+        } else {
+            "The routine has been saved, but it has not been verified yet. Offer to test it now."
+        }
+    })
+}
+
 fn routine_create_schema(include_compatibility_aliases: bool) -> Value {
     let mut schema = serde_json::json!({
         "type": "object",
@@ -915,7 +933,7 @@ fn parse_routine_create_request(
 fn build_routine_trigger(trigger: &NormalizedTriggerRequest) -> Trigger {
     match trigger {
         NormalizedTriggerRequest::Cron { schedule, timezone } => Trigger::Cron {
-            schedule: schedule.clone(),
+            schedule: normalize_cron_expression(schedule),
             timezone: timezone.clone(),
         },
         NormalizedTriggerRequest::Manual => Trigger::Manual,
@@ -1063,7 +1081,8 @@ impl Tool for RoutineCreateTool {
     fn description(&self) -> &str {
         "Create a new routine (scheduled or event-driven task). \
          Supports cron schedules, event pattern matching, system events, and manual triggers. \
-         Use this when the user wants something to happen periodically or reactively."
+         Use this when the user wants something to happen periodically or reactively. \
+         Creation saves the routine, but does not verify that it will execute successfully."
     }
 
     fn requires_approval(&self, params: &serde_json::Value) -> ApprovalRequirement {
@@ -1108,7 +1127,7 @@ impl Tool for RoutineCreateTool {
             None
         };
 
-        let routine = Routine {
+        let mut routine = Routine {
             id: Uuid::new_v4(),
             name: normalized.name.clone(),
             description: normalized.description.clone(),
@@ -1134,6 +1153,10 @@ impl Tool for RoutineCreateTool {
             created_at: Utc::now(),
             updated_at: Utc::now(),
         };
+        routine.state = reset_routine_verification_state(
+            &routine.state,
+            routine_verification_fingerprint(&routine),
+        );
 
         self.store
             .create_routine(&routine)
@@ -1148,12 +1171,14 @@ impl Tool for RoutineCreateTool {
             self.engine.refresh_event_cache().await;
         }
 
+        let verification = verification_result_payload(&routine, false);
         let result = serde_json::json!({
             "id": routine.id.to_string(),
-            "name": routine.name,
+            "name": routine.name.clone(),
             "trigger_type": routine.trigger.type_tag(),
             "next_fire_at": routine.next_fire_at.map(|t| t.to_rfc3339()),
             "status": "created",
+            "verification": verification,
         });
 
         Ok(ToolOutput::success(result, start.elapsed()))
@@ -1206,10 +1231,24 @@ impl Tool for RoutineListTool {
             .list_routines(&ctx.user_id)
             .await
             .map_err(|e| ToolError::ExecutionFailed(format!("failed to list routines: {e}")))?;
+        let routine_ids: Vec<Uuid> = routines.iter().map(|routine| routine.id).collect();
+        let last_run_statuses = self
+            .store
+            .batch_get_last_run_status(&routine_ids)
+            .await
+            .map_err(|e| {
+                ToolError::ExecutionFailed(format!("failed to read routine statuses: {e}"))
+            })?;
 
         let list: Vec<serde_json::Value> = routines
             .iter()
             .map(|r| {
+                let verification_status = routine_verification_status(r);
+                let status = crate::agent::routine::routine_display_status_for_verification(
+                    r,
+                    verification_status,
+                    last_run_statuses.get(&r.id).copied(),
+                );
                 serde_json::json!({
                     "id": r.id.to_string(),
                     "name": r.name,
@@ -1221,6 +1260,8 @@ impl Tool for RoutineListTool {
                     "next_fire_at": r.next_fire_at.map(|t| t.to_rfc3339()),
                     "run_count": r.run_count,
                     "consecutive_failures": r.consecutive_failures,
+                    "status": status.as_str(),
+                    "verification_status": verification_status.as_str(),
                 })
             })
             .collect();
@@ -1259,7 +1300,8 @@ impl Tool for RoutineUpdateTool {
 
     fn description(&self) -> &str {
         "Update an existing routine. Can change prompt, description, enabled state, cron schedule/timezone, \
-         Pass the routine name and only the fields you want to change. This does not convert trigger types."
+         Pass the routine name and only the fields you want to change. This does not convert trigger types. \
+         Behavior-changing edits should leave the routine marked unverified until it is tested again."
     }
 
     fn parameters_schema(&self) -> serde_json::Value {
@@ -1282,6 +1324,9 @@ impl Tool for RoutineUpdateTool {
             .map_err(|e| ToolError::ExecutionFailed(format!("DB error: {e}")))?
             .ok_or_else(|| ToolError::ExecutionFailed(format!("routine '{}' not found", name)))?;
 
+        let original_fingerprint = routine_verification_fingerprint(&routine);
+        let mut verification_reset = false;
+
         // Apply updates
         if let Some(enabled) = params.get("enabled").and_then(|v| v.as_bool()) {
             routine.enabled = enabled;
@@ -1293,8 +1338,18 @@ impl Tool for RoutineUpdateTool {
 
         if let Some(prompt) = params.get("prompt").and_then(|v| v.as_str()) {
             match &mut routine.action {
-                RoutineAction::Lightweight { prompt: p, .. } => *p = prompt.to_string(),
-                RoutineAction::FullJob { description: d, .. } => *d = prompt.to_string(),
+                RoutineAction::Lightweight { prompt: p, .. } => {
+                    if p != prompt {
+                        verification_reset = true;
+                        *p = prompt.to_string();
+                    }
+                }
+                RoutineAction::FullJob { description: d, .. } => {
+                    if d != prompt {
+                        verification_reset = true;
+                        *d = prompt.to_string();
+                    }
+                }
             }
         }
 
@@ -1325,12 +1380,16 @@ impl Tool for RoutineUpdateTool {
 
             if let Some((old_schedule, old_tz)) = existing_cron {
                 let effective_schedule = new_schedule.as_deref().unwrap_or(&old_schedule);
-                let effective_tz = new_timezone.or(old_tz);
+                let effective_tz = new_timezone.clone().or(old_tz.clone());
                 // Validate
                 next_cron_fire(effective_schedule, effective_tz.as_deref()).map_err(|e| {
                     ToolError::InvalidParameters(format!("invalid cron schedule: {e}"))
                 })?;
 
+                if effective_schedule != old_schedule || effective_tz != old_tz {
+                    verification_reset = true;
+                }
+
                 routine.trigger = Trigger::Cron {
                     schedule: effective_schedule.to_string(),
                     timezone: effective_tz.clone(),
@@ -1344,6 +1403,12 @@ impl Tool for RoutineUpdateTool {
             }
         }
 
+        let updated_fingerprint = routine_verification_fingerprint(&routine);
+        if updated_fingerprint != original_fingerprint {
+            verification_reset = true;
+            routine.state = reset_routine_verification_state(&routine.state, updated_fingerprint);
+        }
+
         self.store
             .update_routine(&routine)
             .await
@@ -1352,12 +1417,14 @@ impl Tool for RoutineUpdateTool {
         // Refresh event cache in case trigger changed
         self.engine.refresh_event_cache().await;
 
+        let verification = verification_result_payload(&routine, verification_reset);
         let result = serde_json::json!({
-            "name": routine.name,
+            "name": routine.name.clone(),
             "enabled": routine.enabled,
             "trigger_type": routine.trigger.type_tag(),
             "next_fire_at": routine.next_fire_at.map(|t| t.to_rfc3339()),
             "status": "updated",
+            "verification": verification,
         });
 
         Ok(ToolOutput::success(result, start.elapsed()))
@@ -1836,6 +1903,20 @@ mod tests {
         assert_eq!(parsed.cooldown_secs, 30);
     }
 
+    #[test]
+    fn build_routine_trigger_normalizes_cron_schedule() {
+        let trigger = build_routine_trigger(&NormalizedTriggerRequest::Cron {
+            schedule: "0 0 9 * * MON-FRI".to_string(),
+            timezone: Some("UTC".to_string()),
+        });
+
+        assert!(matches!(
+            trigger,
+            Trigger::Cron { schedule, timezone }
+                if schedule == "0 0 9 * * MON-FRI *" && timezone.as_deref() == Some("UTC")
+        ));
+    }
+
     #[test]
     fn parses_grouped_message_event_with_tools() {
         let params = serde_json::json!({

src/worker/job.rs

@@ -20,7 +20,6 @@ use crate::agent::scheduler::WorkerMessage;
 use crate::agent::task::TaskOutput;
 use crate::channels::web::types::ToolDecisionDto;
 use crate::context::{ContextManager, JobState};
-use crate::db::Database;
 use crate::error::Error;
 use crate::hooks::HookRegistry;
 use crate::llm::{
@@ -28,6 +27,7 @@ use crate::llm::{
     ToolSelection,
 };
 use crate::safety::SafetyLayer;
+use crate::tenant::AdminScope;
 use crate::tools::execute::process_tool_result;
 use crate::tools::rate_limiter::RateLimitResult;
 use crate::tools::{
@@ -45,7 +45,7 @@ pub struct WorkerDeps {
     pub llm: Arc<dyn LlmProvider>,
     pub safety: Arc<SafetyLayer>,
     pub tools: Arc<ToolRegistry>,
-    pub store: Option<Arc<dyn Database>>,
+    pub store: Option<AdminScope>,
     pub hooks: Arc<HookRegistry>,
     pub timeout: Duration,
     pub use_planning: bool,
@@ -94,7 +94,7 @@ impl Worker {
         &self.deps.tools
     }
 
-    fn store(&self) -> Option<&Arc<dyn Database>> {
+    fn store(&self) -> Option<&AdminScope> {
         self.deps.store.as_ref()
     }
 
@@ -1158,6 +1158,7 @@ impl<'a> JobDelegate<'a> {
         Ok(crate::llm::RespondOutput {
             result: RespondResult::Text(String::new()),
             usage: crate::llm::TokenUsage::default(),
+            finish_reason: crate::llm::FinishReason::Stop,
         })
     }
 }
@@ -1283,6 +1284,7 @@ impl<'a> LoopDelegate for JobDelegate<'a> {
                         content: reasoning_text,
                     },
                     usage: crate::llm::TokenUsage::default(),
+                    finish_reason: crate::llm::FinishReason::ToolUse,
                 });
             }
             Ok(_) => {} // empty selections, fall through

src/workspace/mod.rs

@@ -149,6 +149,7 @@ fn reject_if_injected(path: &str, content: &str) -> Result<(), WorkspaceError> {
 ///
 /// Allows Workspace to work with either a PostgreSQL `Repository` (the original
 /// path) or any `Database` trait implementation (e.g. libSQL backend).
+#[derive(Clone)]
 enum WorkspaceStorage {
     /// PostgreSQL-backed repository (uses connection pool directly).
     #[cfg(feature = "postgres")]
@@ -576,6 +577,60 @@ impl Workspace {
         self
     }
 
+    /// Clone the workspace configuration for a different primary user scope.
+    ///
+    /// This preserves search config, embeddings, shared read scopes, memory
+    /// layers, and privacy classifier while switching the primary read/write
+    /// scope to `user_id`.
+    pub fn scoped_to_user(&self, user_id: impl Into<String>) -> Self {
+        let user_id = user_id.into();
+
+        let mut memory_layers = self.memory_layers.clone();
+        for layer in &mut memory_layers {
+            if layer.sensitivity == crate::workspace::layer::LayerSensitivity::Private
+                && layer.scope == self.user_id
+            {
+                layer.scope = user_id.clone();
+            }
+        }
+
+        let mut read_user_ids = vec![user_id.clone()];
+        for scope in &self.read_user_ids {
+            if scope != &self.user_id && !read_user_ids.contains(scope) {
+                read_user_ids.push(scope.clone());
+            }
+        }
+        for scope in crate::workspace::layer::MemoryLayer::read_scopes(&memory_layers) {
+            if !read_user_ids.contains(&scope) {
+                read_user_ids.push(scope);
+            }
+        }
+
+        let preserve_flags = user_id == self.user_id;
+        Self {
+            user_id,
+            read_user_ids,
+            agent_id: self.agent_id,
+            storage: self.storage.clone(),
+            embeddings: self.embeddings.clone(),
+            bootstrap_pending: std::sync::atomic::AtomicBool::new(if preserve_flags {
+                self.bootstrap_pending
+                    .load(std::sync::atomic::Ordering::Acquire)
+            } else {
+                false
+            }),
+            bootstrap_completed: std::sync::atomic::AtomicBool::new(if preserve_flags {
+                self.bootstrap_completed
+                    .load(std::sync::atomic::Ordering::Acquire)
+            } else {
+                false
+            }),
+            search_defaults: self.search_defaults.clone(),
+            memory_layers,
+            privacy_classifier: self.privacy_classifier.clone(),
+        }
+    }
+
     /// Get the user ID (primary scope for writes).
     pub fn user_id(&self) -> &str {
         &self.user_id

src/workspace/repository.rs

@@ -15,6 +15,7 @@ use crate::workspace::document::{MemoryChunk, MemoryDocument, WorkspaceEntry};
 use crate::workspace::search::{RankedResult, SearchConfig, SearchResult, fuse_results};
 
 /// Database repository for workspace operations.
+#[derive(Clone)]
 pub struct Repository {
     pool: Pool,
 }

tests/e2e/scenarios/test_telegram_hot_activation.py

@@ -253,6 +253,6 @@ async def test_telegram_hot_activation_transitions_installed_to_active(page):
     assert await card.locator(SEL["ext_pairing_label"]).count() == 0
 
     assert captured_setup_payloads == [
-        {"secrets": {"telegram_bot_token": "123456789:ABCdefGhI"}},
-        {"secrets": {}},
+        {"secrets": {"telegram_bot_token": "123456789:ABCdefGhI"}, "fields": {}},
+        {"secrets": {}, "fields": {}},
     ]

tests/e2e_advanced_traces.rs

@@ -587,6 +587,7 @@ mod advanced {
     async fn mcp_extension_lifecycle() {
         use crate::support::mock_mcp_server::{MockToolResponse, start_mock_mcp_server};
         use ironclaw::extensions::{AuthHint, ExtensionKind, ExtensionSource, RegistryEntry};
+        const TEST_USER_ID: &str = "test-user";
 
         // 1. Start mock MCP server with pre-configured tool responses.
         let mock_server = start_mock_mcp_server(vec![
@@ -654,14 +655,14 @@ mod advanced {
         ext_mgr
             .secrets()
             .create(
-                "default",
+                TEST_USER_ID,
                 ironclaw::secrets::CreateSecretParams::new(secret_name, "mock-access-token")
                     .with_provider("mcp:mock-notion".to_string()),
             )
             .await
             .expect("failed to inject test token");
 
-        let activate_result = ext_mgr.activate("mock-notion", "default").await;
+        let activate_result = ext_mgr.activate("mock-notion", TEST_USER_ID).await;
         assert!(
             activate_result.is_ok(),
             "activation failed: {:?}",

tests/e2e_builtin_tool_coverage.rs

@@ -439,7 +439,7 @@ mod tests {
 
         match &routine.trigger {
             Trigger::Cron { schedule, timezone } => {
-                assert_eq!(schedule, "0 0 9 * * MON-FRI");
+                assert_eq!(schedule, "0 0 9 * * MON-FRI *");
                 assert_eq!(timezone.as_deref(), Some("UTC"));
             }
             other => panic!("expected cron trigger, got {other:?}"),

tests/e2e_routine_heartbeat.rs

@@ -337,14 +337,14 @@ mod tests {
             SchedulerDeps {
                 tools: registry.clone(),
                 extension_manager: extension_manager.clone(),
-                store: Some(db.clone()),
+                store: Some(ironclaw::tenant::AdminScope::new(db.clone())),
                 hooks: Arc::new(HookRegistry::new()),
             },
         ));
 
         Arc::new(RoutineEngine::new(
             RoutineConfig::default(),
-            db,
+            ironclaw::tenant::AdminScope::new(db),
             llm,
             ws,
             notify_tx,
@@ -448,7 +448,7 @@ mod tests {
 
         let engine = Arc::new(RoutineEngine::new(
             RoutineConfig::default(),
-            db.clone(),
+            ironclaw::tenant::AdminScope::new(db.clone()),
             llm,
             ws,
             notify_tx,
@@ -527,7 +527,7 @@ mod tests {
 
         let engine = Arc::new(RoutineEngine::new(
             RoutineConfig::default(),
-            db.clone(),
+            ironclaw::tenant::AdminScope::new(db.clone()),
             llm,
             ws,
             notify_tx,
@@ -614,7 +614,7 @@ mod tests {
 
         let engine = Arc::new(RoutineEngine::new(
             RoutineConfig::default(),
-            db.clone(),
+            ironclaw::tenant::AdminScope::new(db.clone()),
             llm,
             ws,
             notify_tx,
@@ -723,7 +723,7 @@ mod tests {
 
         let engine = Arc::new(RoutineEngine::new(
             RoutineConfig::default(),
-            db.clone(),
+            ironclaw::tenant::AdminScope::new(db.clone()),
             llm,
             ws,
             notify_tx,
@@ -866,7 +866,7 @@ mod tests {
 
         let engine = Arc::new(RoutineEngine::new(
             RoutineConfig::default(),
-            db.clone(),
+            ironclaw::tenant::AdminScope::new(db.clone()),
             llm,
             ws,
             notify_tx,
@@ -1049,7 +1049,7 @@ mod tests {
 
         let engine = Arc::new(RoutineEngine::new(
             RoutineConfig::default(),
-            Arc::clone(&db),
+            ironclaw::tenant::AdminScope::new(Arc::clone(&db)),
             llm,
             ws,
             notify_tx,
@@ -1171,7 +1171,7 @@ mod tests {
 
         let engine = Arc::new(RoutineEngine::new(
             RoutineConfig::default(),
-            db.clone(),
+            ironclaw::tenant::AdminScope::new(db.clone()),
             llm,
             ws,
             notify_tx,
@@ -1279,7 +1279,7 @@ mod tests {
 
         let engine = Arc::new(RoutineEngine::new(
             config,
-            db.clone(),
+            ironclaw::tenant::AdminScope::new(db.clone()),
             llm,
             ws,
             notify_tx,

tests/e2e_telegram_message_routing.rs

@@ -201,6 +201,7 @@ mod tests {
             sandbox_readiness: ironclaw::agent::SandboxReadiness::DisabledByConfig,
             builder: None,
             llm_backend: "nearai".to_string(),
+            tenant_rates: std::sync::Arc::new(ironclaw::tenant::TenantRateRegistry::new(4, 3)),
         };
 
         let gateway = Arc::new(TestChannel::new());

tests/e2e_workspace_coverage.rs

@@ -12,6 +12,7 @@ mod tests {
 
     use crate::support::test_rig::TestRigBuilder;
     use crate::support::trace_llm::LlmTrace;
+    use ironclaw::workspace::Workspace;
 
     // -----------------------------------------------------------------------
     // Test 1: write_chunk_search
@@ -268,6 +269,7 @@ mod tests {
 
     #[tokio::test]
     async fn identity_in_system_prompt() {
+        const TEST_USER_ID: &str = "test-user";
         let trace = LlmTrace::from_file(concat!(
             env!("CARGO_MANIFEST_DIR"),
             "/tests/fixtures/llm_traces/workspace/identity_prompt.json"
@@ -280,7 +282,7 @@ mod tests {
             .await;
 
         // Seed an IDENTITY.md so the system prompt has real content to inject.
-        let ws = rig.workspace().expect("workspace must be available");
+        let ws = Workspace::new_with_db(TEST_USER_ID, rig.database().clone());
         ws.write(
             "IDENTITY.md",
             "I am TestBot, a helpful testing assistant created for E2E verification.",

tests/fixtures/llm_traces/advanced/routine_event_any_channel.json

@@ -29,7 +29,7 @@
     {
       "response": {
         "type": "text",
-        "content": "Created the any-channel-bug-watcher routine for bug messages.",
+        "content": "Created the any-channel-bug-watcher routine for bug messages, but it is not verified yet. It should stay unverified until it has a successful run.",
         "input_tokens": 170,
         "output_tokens": 18
       }

tests/fixtures/llm_traces/advanced/routine_event_telegram.json

@@ -30,7 +30,7 @@
     {
       "response": {
         "type": "text",
-        "content": "Created the telegram-bug-watcher routine for Telegram bug messages.",
+        "content": "Created the telegram-bug-watcher routine for Telegram bug messages, but it is not verified yet. I can test it the next time you want to fire it.",
         "input_tokens": 180,
         "output_tokens": 20
       }

tests/fixtures/llm_traces/advanced/routine_news_digest.json

@@ -37,7 +37,7 @@
         {
           "response": {
             "type": "text",
-            "content": "Created the **morning-tech-news** routine with manual trigger and full_job mode. The `message` and `http` tools are pre-authorized.",
+            "content": "Created the **morning-tech-news** routine with manual trigger and full_job mode. The `message` and `http` tools are available, but the routine is not verified yet.",
             "input_tokens": 200,
             "output_tokens": 50
           }

tests/fixtures/llm_traces/tools/routine_create_grouped.json

@@ -57,7 +57,7 @@
     {
       "response": {
         "type": "text",
-        "content": "Created the weekday-digest routine with a grouped cron request and listed the active routines.",
+        "content": "Created the weekday-digest routine with a grouped cron request and listed the routines. It is not verified yet, so it should stay unverified until it has a successful run.",
         "input_tokens": 250,
         "output_tokens": 24
       }

tests/fixtures/llm_traces/tools/routine_create_list.json

@@ -52,7 +52,7 @@
     {
       "response": {
         "type": "text",
-        "content": "I created a daily-check routine that runs at 9 AM every day. The routine list shows it as active.",
+        "content": "I created the daily-check routine, but it is not verified yet. It is scheduled for 9 AM every day, and the routine list should show it as unverified until it has a successful run.",
         "input_tokens": 300,
         "output_tokens": 25
       }

tests/fixtures/llm_traces/tools/routine_history.json

@@ -41,7 +41,7 @@
     {
       "response": {
         "type": "text",
-        "content": "The history-test routine was created. Its run history is empty since it hasn't been triggered yet.",
+        "content": "The history-test routine was created, but it is not verified yet. Its run history is empty since it hasn't been triggered yet.",
         "input_tokens": 300,
         "output_tokens": 25
       }

tests/fixtures/llm_traces/tools/routine_manual_create.json

@@ -27,7 +27,7 @@
     {
       "response": {
         "type": "text",
-        "content": "Created the manual-triage routine. It will only run when explicitly fired.",
+        "content": "Created the manual-triage routine, but it is not verified yet. It will only run when explicitly fired, so I can test it for you when you're ready.",
         "input_tokens": 140,
         "output_tokens": 18
       }

tests/fixtures/llm_traces/tools/routine_manual_create_no_tools.json

@@ -30,7 +30,7 @@
     {
       "response": {
         "type": "text",
-        "content": "Created the manual-triage-no-tools routine. It will only run when explicitly fired and stay text-only.",
+        "content": "Created the manual-triage-no-tools routine, but it is not verified yet. It will only run when explicitly fired and stay text-only until you decide to test it.",
         "input_tokens": 140,
         "output_tokens": 18
       }

tests/fixtures/llm_traces/tools/routine_update_delete.json

@@ -59,7 +59,7 @@
     {
       "response": {
         "type": "text",
-        "content": "Created, updated, and then deleted the temp-routine successfully.",
+        "content": "Created, updated, and then deleted the temp-routine successfully. The update would have left it unverified until it was tested again.",
         "input_tokens": 400,
         "output_tokens": 20
       }

tests/gateway_workflow_integration.rs

@@ -16,6 +16,7 @@ mod tests {
     use chrono::Utc;
     use ironclaw::agent::routine::{
         NotifyConfig, Routine, RoutineAction, RoutineGuardrails, Trigger,
+        reset_routine_verification_state, routine_verification_fingerprint,
     };
     use uuid::Uuid;
 
@@ -338,4 +339,115 @@ mod tests {
         harness.shutdown().await;
         mock.shutdown().await;
     }
+
+    #[tokio::test]
+    async fn routines_api_surfaces_unverified_status_for_new_routine() {
+        let mock = MockOpenAiServerBuilder::new()
+            .with_default_response(MockOpenAiResponse::Text("ack".to_string()))
+            .start()
+            .await;
+
+        let harness =
+            GatewayWorkflowHarness::start_openai_compatible(&mock.openai_base_url(), "mock-model")
+                .await;
+
+        let mut routine = Routine {
+            id: Uuid::new_v4(),
+            name: "wf-unverified".to_string(),
+            description: "Unverified status regression test".to_string(),
+            user_id: harness.user_id.clone(),
+            enabled: true,
+            trigger: Trigger::Manual,
+            action: RoutineAction::Lightweight {
+                prompt: "Check verification status".to_string(),
+                context_paths: Vec::new(),
+                max_tokens: 512,
+                use_tools: false,
+                max_tool_rounds: 1,
+            },
+            guardrails: RoutineGuardrails {
+                cooldown: Duration::from_secs(0),
+                max_concurrent: 1,
+                dedup_window: None,
+            },
+            notify: NotifyConfig::default(),
+            last_run_at: None,
+            next_fire_at: None,
+            run_count: 0,
+            consecutive_failures: 0,
+            state: serde_json::json!({}),
+            created_at: Utc::now(),
+            updated_at: Utc::now(),
+        };
+        routine.state = reset_routine_verification_state(
+            &routine.state,
+            routine_verification_fingerprint(&routine),
+        );
+        harness
+            .db
+            .create_routine(&routine)
+            .await
+            .expect("create routine");
+
+        let mut disabled_routine = routine.clone();
+        disabled_routine.id = Uuid::new_v4();
+        disabled_routine.name = "wf-unverified-disabled".to_string();
+        disabled_routine.enabled = false;
+        disabled_routine.state = reset_routine_verification_state(
+            &disabled_routine.state,
+            routine_verification_fingerprint(&disabled_routine),
+        );
+        harness
+            .db
+            .create_routine(&disabled_routine)
+            .await
+            .expect("create disabled routine");
+
+        let list = harness.list_routines().await;
+        let routine_id = routine.id.to_string();
+        let listed = list["routines"]
+            .as_array()
+            .expect("routines array")
+            .iter()
+            .find(|item| item["id"].as_str() == Some(routine_id.as_str()))
+            .expect("routine should be listed");
+        assert_eq!(listed["status"].as_str(), Some("unverified"));
+        assert_eq!(listed["verification_status"].as_str(), Some("unverified"));
+
+        let summary = harness
+            .client
+            .get(format!("{}/api/routines/summary", harness.base_url()))
+            .bearer_auth(&harness.auth_token)
+            .send()
+            .await
+            .expect("summary request failed")
+            .error_for_status()
+            .expect("summary non-2xx")
+            .json::<serde_json::Value>()
+            .await
+            .expect("invalid summary response");
+        assert_eq!(summary["unverified"].as_u64(), Some(2));
+
+        let detail = harness
+            .client
+            .get(format!(
+                "{}/api/routines/{}",
+                harness.base_url(),
+                routine_id
+            ))
+            .bearer_auth(&harness.auth_token)
+            .send()
+            .await
+            .expect("detail request failed")
+            .error_for_status()
+            .expect("detail non-2xx")
+            .json::<serde_json::Value>()
+            .await
+            .expect("invalid detail response");
+        assert_eq!(detail["status"].as_str(), Some("unverified"));
+        assert_eq!(detail["verification_status"].as_str(), Some("unverified"));
+
+        harness.shutdown().await;
+        mock.shutdown().await;
+    }
 }

tests/multi_tenant_system_prompt.rs

@@ -1,10 +1,10 @@
-//! Tests proving that multi-tenant system prompts are broken.
+//! Regression tests for multi-tenant system prompts.
 //!
-//! Bug: In multi-tenant mode, the agent loop uses `self.workspace()` which
-//! returns a single shared workspace (user_id="default"). Identity files
-//! (IDENTITY.md, SOUL.md, USER.md) seeded under per-user IDs ("alice",
-//! "bob") are invisible to this workspace, so the system prompt is
-//! empty/wrong.
+//! The agent must build the conversational system prompt from a workspace
+//! scoped to the incoming message's user, not from the shared owner-scope
+//! workspace created at startup. Otherwise per-user identity files
+//! (IDENTITY.md, SOUL.md, USER.md) become invisible and different users can
+//! see the same owner-scoped prompt.
 //!
 //! These tests:
 //! 1. Seed identity files for two users (alice, bob) in the database
@@ -13,7 +13,7 @@
 //!    correct user's identity
 //! 4. Verify user A's identity doesn't leak into user B's prompt
 //!
-//! All tests are expected to FAIL until the bug is fixed.
+//! These tests ensure each user's identity is isolated correctly.
 
 #[cfg(feature = "libsql")]
 mod support;

tests/support/gateway_workflow_harness.rs

@@ -266,6 +266,7 @@ impl GatewayWorkflowHarness {
                 sandbox_readiness: ironclaw::agent::SandboxReadiness::DisabledByConfig,
                 builder: None,
                 llm_backend: "nearai".to_string(),
+                tenant_rates: std::sync::Arc::new(ironclaw::tenant::TenantRateRegistry::new(4, 3)),
             },
             channels,
             None,

tests/support/test_rig.rs

@@ -642,7 +642,7 @@ impl TestRigBuilder {
                 let (notify_tx, _notify_rx) = tokio::sync::mpsc::channel(16);
                 let engine = Arc::new(RoutineEngine::new(
                     routine_config,
-                    Arc::clone(db_arc),
+                    ironclaw::tenant::AdminScope::new(Arc::clone(db_arc)),
                     components.llm.clone(),
                     Arc::clone(ws),
                     notify_tx,
@@ -762,6 +762,7 @@ impl TestRigBuilder {
             sandbox_readiness: ironclaw::agent::SandboxReadiness::Available, // tests don't use real Docker
             builder: None,
             llm_backend: "nearai".to_string(),
+            tenant_rates: std::sync::Arc::new(ironclaw::tenant::TenantRateRegistry::new(4, 3)),
         };
 
         // 7. Create TestChannel and ChannelManager.