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    "title": "Daily Update - 2026-05-31",
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    "article": "\n# Daily Update - 2026-05-31\n\nGenerated from repository activity since 2026-05-30T19:50:40Z.\n\n## Summary of Changes\n### Bug Fixes\n- restore proper BP verification thresholds (350afabb2, Tal Muskal, 14 minutes ago)\n- set LIVE_STACK_OUTPUT_DIR as absolute path in agent env (c6b436d3e, Tal Muskal, 21 minutes ago)\n- resolve output path to absolute using LIVE_STACK_CWD (c846561a6, Tal Muskal, 39 minutes ago)\n- also pass LIVE_STACK_TRACE_ID and BABYSITTER_RUNS_DIR in handler env (d96d15d86, Tal Muskal, 52 minutes ago)\n- update bridge-hooks test for session ID prefix + unified harness (19033314d, Tal Muskal, 63 minutes ago)\n- embed AGENT_SESSION_ID in handler command string (fe8be095e, Tal Muskal, 68 minutes ago)\n- align isHostDelegableRoute mocks with route-based check (9adc0bdda, Tal Muskal, 2 hours ago)\n- RBAC permissions + readiness probe timeout for controller (8a1102f4c, Tal Muskal, 3 hours ago)\n- set AGENT_SESSION_ID env for session-start hook (574fe6bb0, Tal Muskal, 3 hours ago)\n- isHostDelegableRoute should check route, not backend (5dd82f650, Tal Muskal, 3 hours ago)\n- update broken process library links to point to library/ root (#793) (045a22651, Safet A, 3 hours ago)\n- use 'unified' harness for session-start/end hooks (1334fbd6b, Tal Muskal, 3 hours ago)\n- map adapters agent name to babysitter SDK harness name (018d055c7, Tal Muskal, 4 hours ago)\n- add SessionStart/Stop mappings to gemini and pi adapters (e195a4980, Tal Muskal, 5 hours ago)\n- add Jitsi resource kinds to KRADLE_RESOURCES array (c9a80314d, Tal Muskal, 5 hours ago)\n- deliver stdin prompt through ConPTY for hermes Windows (4b92bc7a3, Tal Muskal, 6 hours ago)\n- handle Windows Node 22 PATH resolution in live-stack (850950b7f, Tal Muskal, 7 hours ago)\n- ensure Node 22 is active in live-stack test step (741489564, Tal Muskal, 7 hours ago)\n- use ConPTY for hermes on Windows NI mode (a2865ee1a, Tal Muskal, 7 hours ago)\n- add a5c GitHub App token for copilot-cli live-stack tests (40aef9d16, Tal Muskal, 13 hours ago)\n- add full SDK build chain to ALL downstream publish jobs (4946105f5, Tal Muskal, 20 hours ago)\n- add tasks-adapter build to Publish Agent Core + Babysitter Agent jobs (458d565d7, Tal Muskal, 21 hours ago)\n- add tasks-adapter build to Publish SDK job (1036122b5, Tal Muskal, 22 hours ago)\n- merge fallback mappings with catalog for hermes adapter (4e9b4ed23, Tal Muskal, 22 hours ago)\n- read traceId from LIVE_STACK_TRACE_ID env in BP process (d72ab98c0, Tal Muskal, 23 hours ago)\n- replace all new Function import tricks + align tasks-adapter mocks (940c497b1, Tal Muskal, 23 hours ago)\n- align routing tests with updated isHostDelegableRoute (972c6aec5, Tal Muskal, 23 hours ago)\n- add SessionStart and Stop mappings to hermes adapter (0b2c75705, Tal Muskal, 23 hours ago)\n- use native gemini babysitter prompts (#791) (69c094717, a5c-ai[bot], 24 hours ago)\n- use child process for pluginExternalRouting test isolation (8ff240ee6, Tal Muskal, 24 hours ago)\n- isolate pluginExternalRouting from vi.mock thread leaks (bdc57daf1, Tal Muskal, 24 hours ago)\n\n### Maintenance\n- Fix Pi resume command conflict (#794) (a5cc6edec, a5c-ai[bot], 3 hours ago)\n\n## Pull Requests Merged\n- #794 Fix Pi resume command conflict - https://github.com/a5c-ai/babysitter/pull/794\n- #793 fix(docs): update broken process library links to point to library/ root - https://github.com/a5c-ai/babysitter/pull/793\n- #791 Fix live-stack Gemini BP artifact prompts - https://github.com/a5c-ai/babysitter/pull/791\n- #790 Raise adapters artifact monitor timeout - https://github.com/a5c-ai/babysitter/pull/790\n- #789 Expose agent responders in process authoring prompts - https://github.com/a5c-ai/babysitter/pull/789\n- #788 Fix genty internal invoke orchestration - https://github.com/a5c-ai/babysitter/pull/788\n- #787 fix(sdk): route external agent effects during iteration - https://github.com/a5c-ai/babysitter/pull/787\n- #786 feat: Jitsi agent meeting participation - https://github.com/a5c-ai/babysitter/pull/786\n- #785 Harden Jitsi meeting controllers - https://github.com/a5c-ai/babysitter/pull/785\n- #784 Implement external agent task metadata - https://github.com/a5c-ai/babysitter/pull/784\n- #783 fix(kradle): wire controller persistence - https://github.com/a5c-ai/babysitter/pull/783\n- #782 fix: complete hooks-adapter capability parity - https://github.com/a5c-ai/babysitter/pull/782\n- #781 feat(tasks-adapter): enforce breakpoint dependencies - https://github.com/a5c-ai/babysitter/pull/781\n- #780 Fix #601 TUI observability env mutation - https://github.com/a5c-ai/babysitter/pull/780\n- #778 Implement agent identity migration compatibility - https://github.com/a5c-ai/babysitter/pull/778\n- #777 tasks-adapter: add responder type routing - https://github.com/a5c-ai/babysitter/pull/777\n- #776 feat: complete transport-adapter integration gaps - https://github.com/a5c-ai/babysitter/pull/776\n- #775 feat: decouple agent env config mutation - https://github.com/a5c-ai/babysitter/pull/775\n- #774 Implement external agent fallback behavior - https://github.com/a5c-ai/babysitter/pull/774\n- #773 Tests: implement issue 606 tasks-adapter external agent coverage - https://github.com/a5c-ai/babysitter/pull/773\n- #772 fix(agent-platform): record internal orchestration run summaries (#594) - https://github.com/a5c-ai/babysitter/pull/772\n- #771 feat(agent-core): harden loop strategy orchestration - https://github.com/a5c-ai/babysitter/pull/771\n- #770 fix(agent-platform): route human task decisions via breakpoint - https://github.com/a5c-ai/babysitter/pull/770\n- #769 fix(sdk): patch recovered task values by default - https://github.com/a5c-ai/babysitter/pull/769\n- #768 Add Kradle Jitsi Helm integration - https://github.com/a5c-ai/babysitter/pull/768\n- #767 feat(tasks-adapter): expose CLI and MCP issue 597 surfaces - https://github.com/a5c-ai/babysitter/pull/767\n- #766 fix(hooks-adapter): complete typed handler implementation - https://github.com/a5c-ai/babysitter/pull/766\n- #765 Unify tool registry dispatch paths - https://github.com/a5c-ai/babysitter/pull/765\n- #764 fix(sdk): resolve external agent effects in plugin stop hook - https://github.com/a5c-ai/babysitter/pull/764\n- #763 Implement Jitsi agent sidecar runtime shutdown contract - https://github.com/a5c-ai/babysitter/pull/763\n- #762 fix(tasks-adapter): expose external tracker responders - https://github.com/a5c-ai/babysitter/pull/762\n- #761 feat(kradle): implement health probes and durable event wiring - https://github.com/a5c-ai/babysitter/pull/761\n- #760 Implement external agent routing contract - https://github.com/a5c-ai/babysitter/pull/760\n- #759 feat(tasks-adapter): expose bulk task CLI operations - https://github.com/a5c-ai/babysitter/pull/759\n- #758 Fix Kradle web UI polish issues - https://github.com/a5c-ai/babysitter/pull/758\n- #755 feat(kradle-web): agent identity console - https://github.com/a5c-ai/babysitter/pull/755\n- #745 feat: add SDK task schemas and hooks-adapter tool bridge - https://github.com/a5c-ai/babysitter/pull/745\n- #738 feat: embed Jitsi meetings in Kradle - https://github.com/a5c-ai/babysitter/pull/738\n- #734 feat: SDK tasks-adapter hooks integration - https://github.com/a5c-ai/babysitter/pull/734\n- #731 feat: health probes and durable event streaming - https://github.com/a5c-ai/babysitter/pull/731\n- #730 feat: Jitsi Helm subchart integration - https://github.com/a5c-ai/babysitter/pull/730\n- #729 feat: tasks-adapter task management expansion - https://github.com/a5c-ai/babysitter/pull/729\n- #728 feat: tasks-adapter routing implementation - https://github.com/a5c-ai/babysitter/pull/728\n- #727 feat: transport-adapter integration gaps - https://github.com/a5c-ai/babysitter/pull/727\n- #725 feat: Complete Jitsi CRDs and controllers - https://github.com/a5c-ai/babysitter/pull/725\n- #724 feat: Jitsi embedded meeting experience - https://github.com/a5c-ai/babysitter/pull/724\n- #723 feat: Agent identity web console - https://github.com/a5c-ai/babysitter/pull/723\n- #722 feat: controller persistence wiring - https://github.com/a5c-ai/babysitter/pull/722\n- #721 feat: hooks-adapter typed handler types - https://github.com/a5c-ai/babysitter/pull/721\n- #720 feat: Refresh hooks-adapter missing events - https://github.com/a5c-ai/babysitter/pull/720\n- #719 feat: hooks-adapter capability parity - https://github.com/a5c-ai/babysitter/pull/719\n- #718 feat: Kradle UI polish for issue 613 - https://github.com/a5c-ai/babysitter/pull/718\n- #717 feat: issue 594 session routing wiring - https://github.com/a5c-ai/babysitter/pull/717\n- #716 feat: here-be-dragons implementation workflow - https://github.com/a5c-ai/babysitter/pull/716\n- #715 feat: Jitsi agent meeting participation - https://github.com/a5c-ai/babysitter/pull/715\n- #714 feat: Jitsi agent sidecar runtime - https://github.com/a5c-ai/babysitter/pull/714\n- #713 feat: tasks-adapter routing hub gaps - https://github.com/a5c-ai/babysitter/pull/713\n- #712 feat: decouple process.env ambient state mutation - https://github.com/a5c-ai/babysitter/pull/712\n- #711 feat: process runtime error recovery - https://github.com/a5c-ai/babysitter/pull/711\n- #709 feat: tasks-adapter native agent stack tools - https://github.com/a5c-ai/babysitter/pull/709\n- #708 feat: Kradle web Playwright E2E coverage - https://github.com/a5c-ai/babysitter/pull/708\n- #706 feat: trigger scheduling hardening - https://github.com/a5c-ai/babysitter/pull/706\n- #705 feat: ConcurrentEffects within-harness dispatch - https://github.com/a5c-ai/babysitter/pull/705\n- #702 Implement real health probes and durable event streaming - https://github.com/a5c-ai/babysitter/pull/702\n- #701 feat: typed ctx.halt lifecycle - https://github.com/a5c-ai/babysitter/pull/701\n- #700 feat: shell task outputSchema enforcement - https://github.com/a5c-ai/babysitter/pull/700\n- #699 feat: plugin marketplace version sync - https://github.com/a5c-ai/babysitter/pull/699\n- #697 feat: agent-runtime background process lifecycle - https://github.com/a5c-ai/babysitter/pull/697\n- #696 feat: hooks-adapter missing hook events - https://github.com/a5c-ai/babysitter/pull/696\n- #690 feat: Fix Kradle API route forwarding issues - https://github.com/a5c-ai/babysitter/pull/690\n- #689 feat: agent-core abort token estimation and calc - https://github.com/a5c-ai/babysitter/pull/689\n- #688 feat: Kradle web Playwright E2E tests - https://github.com/a5c-ai/babysitter/pull/688\n- #685 feat: route effect resolution through tasks-adapter - https://github.com/a5c-ai/babysitter/pull/685\n- #683 feat: Remaining here-be-dragons implementation - https://github.com/a5c-ai/babysitter/pull/683\n- #682 feat: wire MCP client into orchestration - https://github.com/a5c-ai/babysitter/pull/682\n- #681 feat: agent-platform orchestration features - https://github.com/a5c-ai/babysitter/pull/681\n- #680 feat: implement ConcurrentEffects within-harness dispatch - https://github.com/a5c-ai/babysitter/pull/680\n- #679 feat: unify agent tool execution contract - https://github.com/a5c-ai/babysitter/pull/679\n- #678 feat: end-to-end token cost tracking - https://github.com/a5c-ai/babysitter/pull/678\n- #677 feat: issue 606 tasks-adapter integration tests - https://github.com/a5c-ai/babysitter/pull/677\n- #676 feat: SDK task responderType API - https://github.com/a5c-ai/babysitter/pull/676\n- #674 feat: hooks-adapter async matchers and config - https://github.com/a5c-ai/babysitter/pull/674\n- #673 feat: AgentMuxResponderBackend dispatch - https://github.com/a5c-ai/babysitter/pull/673\n- #672 feat: hooks-adapter decision semantics - https://github.com/a5c-ai/babysitter/pull/672\n- #671 feat: External tracker backend sync - https://github.com/a5c-ai/babysitter/pull/671\n- #669 feat: SDK plugin host tool discovery - https://github.com/a5c-ai/babysitter/pull/669\n- #661 feat: Agent identity decoupling - https://github.com/a5c-ai/babysitter/pull/661\n- #659 feat: Jitsi web console meetings - https://github.com/a5c-ai/babysitter/pull/659\n- #658 feat: SDK plugin host identity prompts - https://github.com/a5c-ai/babysitter/pull/658\n- #654 feat: agent-runtime crash recovery + K8s - https://github.com/a5c-ai/babysitter/pull/654\n- #653 feat: agent-core structured output and vision - https://github.com/a5c-ai/babysitter/pull/653\n- #650 feat: SDK plugin subprocess support - https://github.com/a5c-ai/babysitter/pull/650\n- #649 feat: agent-runtime sandboxing - https://github.com/a5c-ai/babysitter/pull/649\n- #648 Docs: document external agent task patterns - https://github.com/a5c-ai/babysitter/pull/648\n- #647 feat: agent-runtime observability hardening - https://github.com/a5c-ai/babysitter/pull/647\n- #646 feat: deduplicate background registry and shell invocation - https://github.com/a5c-ai/babysitter/pull/646\n- #645 feat: configure staging env vars - https://github.com/a5c-ai/babysitter/pull/645\n- #644 Plan: tasks-adapter ResponderType system - https://github.com/a5c-ai/babysitter/pull/644\n- #643 hooks-adapter missing hook events - https://github.com/a5c-ai/babysitter/pull/643\n- #642 feat: task_cancel MCP tool - https://github.com/a5c-ai/babysitter/pull/642\n\n## Issues Opened\n- #798 feature: Strike-3 deploy-block enforcement (instrumentation-only iterations) (OPEN) - https://github.com/a5c-ai/babysitter/issues/798\n- #797 feature: Auto-flag roadmap items linked to upstream NOT_PLANNED issues (OPEN) - https://github.com/a5c-ai/babysitter/issues/797\n- #796 feature: Pre-flight orphan-file grep in impl-task prompts (OPEN) - https://github.com/a5c-ai/babysitter/issues/796\n- #792 Pi plugin: /resume conflicts with Pi's built-in session resume command (CLOSED) - https://github.com/a5c-ai/babysitter/issues/792\n- #779 genty invoke: route through agent-platform orchestration with full tool stack (CLOSED) - https://github.com/a5c-ai/babysitter/issues/779\n- #639 hooks-adapter: async execution, regex matchers, and per-hook config (CLOSED) - https://github.com/a5c-ai/babysitter/issues/639\n- #638 hooks-adapter: add defer/block/retry decisions + updatedInput mutation (CLOSED) - https://github.com/a5c-ai/babysitter/issues/638\n- #637 hooks-adapter: add HTTP, MCP tool, prompt, and agent handler types (CLOSED) - https://github.com/a5c-ai/babysitter/issues/637\n- #636 hooks-adapter: implement 13 missing hook events (tool, turn, task, session lifecycle) (CLOSED) - https://github.com/a5c-ai/babysitter/issues/636\n- #635 tasks-adapter: responderType on SDK task definitions (defineTask API) (CLOSED) - https://github.com/a5c-ai/babysitter/issues/635\n- #634 tasks-adapter gaps: priorities, dependencies, search, status history, bulk ops (CLOSED) - https://github.com/a5c-ai/babysitter/issues/634\n- #633 SDK + agent-platform: route effect resolution through tasks-adapter (CLOSED) - https://github.com/a5c-ai/babysitter/issues/633\n- #632 tasks-adapter: ExternalTrackerBackend — sync tasks to Jira/Linear/REST (CLOSED) - https://github.com/a5c-ai/babysitter/issues/632\n- #631 tasks-adapter: AgentMuxResponderBackend — dispatch tasks to adapters adapters (CLOSED) - https://github.com/a5c-ai/babysitter/issues/631\n- #630 tasks-adapter: add ResponderType system (human, agent, tracker, internal, auto) (CLOSED) - https://github.com/a5c-ai/babysitter/issues/630\n- #628 Jitsi: agent meeting runtime — sidecar container, IPC protocol, audio pipeline (CLOSED) - https://github.com/a5c-ai/babysitter/issues/628\n- #627 Jitsi: agent meeting participation — dispatch, sidecar, and MCP tools (CLOSED) - https://github.com/a5c-ai/babysitter/issues/627\n- #626 Jitsi: embedded meeting experience with Jitsi External API (CLOSED) - https://github.com/a5c-ai/babysitter/issues/626\n- #625 Jitsi: web console — meeting management, settings, recordings (CLOSED) - https://github.com/a5c-ai/babysitter/issues/625\n- #624 Jitsi: CRDs, controllers, and webhook sync (CLOSED) - https://github.com/a5c-ai/babysitter/issues/624\n- #623 Jitsi: Helm subchart integration and deployment (CLOSED) - https://github.com/a5c-ai/babysitter/issues/623\n- #622 Agent identity: migration tooling and backward compatibility (CLOSED) - https://github.com/a5c-ai/babysitter/issues/622\n- #621 Agent identity: web console — directory, profile pages, create wizard (CLOSED) - https://github.com/a5c-ai/babysitter/issues/621\n- #620 Agent identity: decouple persona from stack — new CRDs and core controllers (CLOSED) - https://github.com/a5c-ai/babysitter/issues/620\n- #619 SDK plugin mode: inject host agent identity into process creation context (CLOSED) - https://github.com/a5c-ai/babysitter/issues/619\n- #618 SDK plugin mode: enable subprocess support (currently blocked) (CLOSED) - https://github.com/a5c-ai/babysitter/issues/618\n- #617 SDK: add task_cancel MCP tool for effect cancellation (CLOSED) - https://github.com/a5c-ai/babysitter/issues/617\n- #615 Live-stack: genty Windows fails with ENOENT on .a5c/package.json atomic write (CLOSED) - https://github.com/a5c-ai/babysitter/issues/615\n- #616 SDK plugin mode: host tool discovery via AGENT_CAPABILITIES_JSON (CLOSED) - https://github.com/a5c-ai/babysitter/issues/616\n- #614 SDK plugin mode: resolve external agent effects internally before returning to host (CLOSED) - https://github.com/a5c-ai/babysitter/issues/614\n- #613 UI polish: index-based keys, remaining console.warn, hardcoded colors (CLOSED) - https://github.com/a5c-ai/babysitter/issues/613\n- #612 Implement real health probes and durable event streaming (CLOSED) - https://github.com/a5c-ai/babysitter/issues/612\n- #611 Fix remaining API route issues and sync parameter forwarding (CLOSED) - https://github.com/a5c-ai/babysitter/issues/611\n- #610 Wire controller persistence: external sync, memory, model routes (CLOSED) - https://github.com/a5c-ai/babysitter/issues/610\n- #609 Add Playwright E2E tests for kradle web console (CLOSED) - https://github.com/a5c-ai/babysitter/issues/609\n- #608 Configure staging environment variables (API key, Gitea, Agent Adapter) (CLOSED) - https://github.com/a5c-ai/babysitter/issues/608\n- #607 Docs: update process-authoring.md and command-surfaces.md for external agents (CLOSED) - https://github.com/a5c-ai/babysitter/issues/607\n- #606 Tests: adapters babysitter integration test suite (CLOSED) - https://github.com/a5c-ai/babysitter/issues/606\n- #605 agent-platform: inject external agents into process creation prompts (CLOSED) - https://github.com/a5c-ai/babysitter/issues/605\n- #604 agent-platform: external agent effect resolution via adapterBridge (CLOSED) - https://github.com/a5c-ai/babysitter/issues/604\n- #603 SDK: external agent task kind — defineTask with external:true + adapter field (CLOSED) - https://github.com/a5c-ai/babysitter/issues/603\n- #602 SDK: external agent discovery — detect adapters and query available agents/models (CLOSED) - https://github.com/a5c-ai/babysitter/issues/602\n- #601 Remaining here-be-dragons: process.env coupling, missing caveats (CLOSED) - https://github.com/a5c-ai/babysitter/issues/601\n- #600 Cross-layer: deduplicate background process registry and shell invocation (CLOSED) - https://github.com/a5c-ai/babysitter/issues/600\n- #599 transport-adapter: cost feedback loop + session-aware proxy + codec plugin system (CLOSED) - https://github.com/a5c-ai/babysitter/issues/599\n- #598 SDK: unified effect executor + hooks-adapter lifecycle wiring (CLOSED) - https://github.com/a5c-ai/babysitter/issues/598\n- #597 tasks-adapter: missing CLI commands and MCP tools (CLOSED) - https://github.com/a5c-ai/babysitter/issues/597\n- #596 tasks-adapter: task management features — priorities, dependencies, search, bulk ops (CLOSED) - https://github.com/a5c-ai/babysitter/issues/596\n- #595 agent-platform: missing orchestration features — branching, checkpointing, rollback (CLOSED) - https://github.com/a5c-ai/babysitter/issues/595\n- #594 agent-platform: session management gaps — context, history, compaction, cost (CLOSED) - https://github.com/a5c-ai/babysitter/issues/594\n- #593 agent-runtime: background process gaps — state transitions, signals, backpressure (CLOSED) - https://github.com/a5c-ai/babysitter/issues/593\n- #592 agent-runtime: scheduling gaps — cron, event triggers, rate limiting (CLOSED) - https://github.com/a5c-ai/babysitter/issues/592\n- #591 agent-runtime: observability gaps — structured logging, metrics export, distributed tracing (CLOSED) - https://github.com/a5c-ai/babysitter/issues/591\n- #590 agent-runtime: process isolation, sandboxing, and network policy (CLOSED) - https://github.com/a5c-ai/babysitter/issues/590\n- #589 agent-core: loop strategy gaps — concurrent, group-chat, handoff (CLOSED) - https://github.com/a5c-ai/babysitter/issues/589\n- #588 agent-core: tool system gaps — no AbortSignal, no streaming, missing metadata (CLOSED) - https://github.com/a5c-ai/babysitter/issues/588\n- #587 agent-core: fix abort(), token estimation, and calc tool stub (CLOSED) - https://github.com/a5c-ai/babysitter/issues/587\n- #586 kanban.ts: add exhaustiveness checks to 6+ sealed switch statements (CLOSED) - https://github.com/a5c-ai/babysitter/issues/586\n- #585 agent-runtime: crash recovery, persistent queue, K8s executor (CLOSED) - https://github.com/a5c-ai/babysitter/issues/585\n- #584 Decouple process.env ambient state mutation across agent stack (CLOSED) - https://github.com/a5c-ai/babysitter/issues/584\n- #583 tasks-adapter: pluggable external issue tracker backends (Jira, Linear, generic REST) (CLOSED) - https://github.com/a5c-ai/babysitter/issues/583\n- #582 agent-core: structured output (JSON mode) + vision/multimodal input (CLOSED) - https://github.com/a5c-ai/babysitter/issues/582\n- #581 SDK subagent effect type + genty cross-agent dispatch via adapters (CLOSED) - https://github.com/a5c-ai/babysitter/issues/581\n- #580 agent-platform: wire MCP client into orchestration (17 disconnected modules) (CLOSED) - https://github.com/a5c-ai/babysitter/issues/580\n- #579 agent-platform: implement ConcurrentEffects (parallel within-harness) (CLOSED) - https://github.com/a5c-ai/babysitter/issues/579\n- #578 End-to-end token usage and cost tracking (L4 > transport-adapter > SDK > L6) (CLOSED) - https://github.com/a5c-ai/babysitter/issues/578\n- #577 Wire tasks-adapter into agent stack as native built-in tools (CLOSED) - https://github.com/a5c-ai/babysitter/issues/577\n- #576 Unify tool registries: tools-adapter replaces DeferredToolRegistry + McpToolRegistry (CLOSED) - https://github.com/a5c-ai/babysitter/issues/576\n- #575 agent-core: streaming responses + multi-turn conversation history (CLOSED) - https://github.com/a5c-ai/babysitter/issues/575\n\n## Issues Closed\n- #792 Pi plugin: /resume conflicts with Pi's built-in session resume command - https://github.com/a5c-ai/babysitter/issues/792\n- #779 genty invoke: route through agent-platform orchestration with full tool stack - https://github.com/a5c-ai/babysitter/issues/779\n- #639 hooks-adapter: async execution, regex matchers, and per-hook config - https://github.com/a5c-ai/babysitter/issues/639\n- #638 hooks-adapter: add defer/block/retry decisions + updatedInput mutation - https://github.com/a5c-ai/babysitter/issues/638\n- #637 hooks-adapter: add HTTP, MCP tool, prompt, and agent handler types - https://github.com/a5c-ai/babysitter/issues/637\n- #636 hooks-adapter: implement 13 missing hook events (tool, turn, task, session lifecycle) - https://github.com/a5c-ai/babysitter/issues/636\n- #635 tasks-adapter: responderType on SDK task definitions (defineTask API) - https://github.com/a5c-ai/babysitter/issues/635\n- #634 tasks-adapter gaps: priorities, dependencies, search, status history, bulk ops - https://github.com/a5c-ai/babysitter/issues/634\n- #633 SDK + agent-platform: route effect resolution through tasks-adapter - https://github.com/a5c-ai/babysitter/issues/633\n- #632 tasks-adapter: ExternalTrackerBackend — sync tasks to Jira/Linear/REST - https://github.com/a5c-ai/babysitter/issues/632\n- #631 tasks-adapter: AgentMuxResponderBackend — dispatch tasks to adapters adapters - https://github.com/a5c-ai/babysitter/issues/631\n- #630 tasks-adapter: add ResponderType system (human, agent, tracker, internal, auto) - https://github.com/a5c-ai/babysitter/issues/630\n- #628 Jitsi: agent meeting runtime — sidecar container, IPC protocol, audio pipeline - https://github.com/a5c-ai/babysitter/issues/628\n- #627 Jitsi: agent meeting participation — dispatch, sidecar, and MCP tools - https://github.com/a5c-ai/babysitter/issues/627\n- #626 Jitsi: embedded meeting experience with Jitsi External API - https://github.com/a5c-ai/babysitter/issues/626\n- #625 Jitsi: web console — meeting management, settings, recordings - https://github.com/a5c-ai/babysitter/issues/625\n- #624 Jitsi: CRDs, controllers, and webhook sync - https://github.com/a5c-ai/babysitter/issues/624\n- #623 Jitsi: Helm subchart integration and deployment - https://github.com/a5c-ai/babysitter/issues/623\n- #622 Agent identity: migration tooling and backward compatibility - https://github.com/a5c-ai/babysitter/issues/622\n- #621 Agent identity: web console — directory, profile pages, create wizard - https://github.com/a5c-ai/babysitter/issues/621\n- #620 Agent identity: decouple persona from stack — new CRDs and core controllers - https://github.com/a5c-ai/babysitter/issues/620\n- #619 SDK plugin mode: inject host agent identity into process creation context - https://github.com/a5c-ai/babysitter/issues/619\n- #618 SDK plugin mode: enable subprocess support (currently blocked) - https://github.com/a5c-ai/babysitter/issues/618\n- #617 SDK: add task_cancel MCP tool for effect cancellation - https://github.com/a5c-ai/babysitter/issues/617\n- #615 Live-stack: genty Windows fails with ENOENT on .a5c/package.json atomic write - https://github.com/a5c-ai/babysitter/issues/615\n- #616 SDK plugin mode: host tool discovery via AGENT_CAPABILITIES_JSON - https://github.com/a5c-ai/babysitter/issues/616\n- #614 SDK plugin mode: resolve external agent effects internally before returning to host - https://github.com/a5c-ai/babysitter/issues/614\n- #613 UI polish: index-based keys, remaining console.warn, hardcoded colors - https://github.com/a5c-ai/babysitter/issues/613\n- #612 Implement real health probes and durable event streaming - https://github.com/a5c-ai/babysitter/issues/612\n- #611 Fix remaining API route issues and sync parameter forwarding - https://github.com/a5c-ai/babysitter/issues/611\n- #610 Wire controller persistence: external sync, memory, model routes - https://github.com/a5c-ai/babysitter/issues/610\n- #609 Add Playwright E2E tests for kradle web console - https://github.com/a5c-ai/babysitter/issues/609\n- #608 Configure staging environment variables (API key, Gitea, Agent Adapter) - https://github.com/a5c-ai/babysitter/issues/608\n- #607 Docs: update process-authoring.md and command-surfaces.md for external agents - https://github.com/a5c-ai/babysitter/issues/607\n- #606 Tests: adapters babysitter integration test suite - https://github.com/a5c-ai/babysitter/issues/606\n- #605 agent-platform: inject external agents into process creation prompts - https://github.com/a5c-ai/babysitter/issues/605\n- #604 agent-platform: external agent effect resolution via adapterBridge - https://github.com/a5c-ai/babysitter/issues/604\n- #603 SDK: external agent task kind — defineTask with external:true + adapter field - https://github.com/a5c-ai/babysitter/issues/603\n- #602 SDK: external agent discovery — detect adapters and query available agents/models - https://github.com/a5c-ai/babysitter/issues/602\n- #601 Remaining here-be-dragons: process.env coupling, missing caveats - https://github.com/a5c-ai/babysitter/issues/601\n- #600 Cross-layer: deduplicate background process registry and shell invocation - https://github.com/a5c-ai/babysitter/issues/600\n- #599 transport-adapter: cost feedback loop + session-aware proxy + codec plugin system - https://github.com/a5c-ai/babysitter/issues/599\n- #598 SDK: unified effect executor + hooks-adapter lifecycle wiring - https://github.com/a5c-ai/babysitter/issues/598\n- #597 tasks-adapter: missing CLI commands and MCP tools - https://github.com/a5c-ai/babysitter/issues/597\n- #596 tasks-adapter: task management features — priorities, dependencies, search, bulk ops - https://github.com/a5c-ai/babysitter/issues/596\n- #595 agent-platform: missing orchestration features — branching, checkpointing, rollback - https://github.com/a5c-ai/babysitter/issues/595\n- #594 agent-platform: session management gaps — context, history, compaction, cost - https://github.com/a5c-ai/babysitter/issues/594\n- #593 agent-runtime: background process gaps — state transitions, signals, backpressure - https://github.com/a5c-ai/babysitter/issues/593\n- #592 agent-runtime: scheduling gaps — cron, event triggers, rate limiting - https://github.com/a5c-ai/babysitter/issues/592\n- #591 agent-runtime: observability gaps — structured logging, metrics export, distributed tracing - https://github.com/a5c-ai/babysitter/issues/591\n- #590 agent-runtime: process isolation, sandboxing, and network policy - https://github.com/a5c-ai/babysitter/issues/590\n- #589 agent-core: loop strategy gaps — concurrent, group-chat, handoff - https://github.com/a5c-ai/babysitter/issues/589\n- #588 agent-core: tool system gaps — no AbortSignal, no streaming, missing metadata - https://github.com/a5c-ai/babysitter/issues/588\n- #587 agent-core: fix abort(), token estimation, and calc tool stub - https://github.com/a5c-ai/babysitter/issues/587\n- #586 kanban.ts: add exhaustiveness checks to 6+ sealed switch statements - https://github.com/a5c-ai/babysitter/issues/586\n- #585 agent-runtime: crash recovery, persistent queue, K8s executor - https://github.com/a5c-ai/babysitter/issues/585\n- #584 Decouple process.env ambient state mutation across agent stack - https://github.com/a5c-ai/babysitter/issues/584\n- #583 tasks-adapter: pluggable external issue tracker backends (Jira, Linear, generic REST) - https://github.com/a5c-ai/babysitter/issues/583\n- #582 agent-core: structured output (JSON mode) + vision/multimodal input - https://github.com/a5c-ai/babysitter/issues/582\n- #581 SDK subagent effect type + genty cross-agent dispatch via adapters - https://github.com/a5c-ai/babysitter/issues/581\n- #580 agent-platform: wire MCP client into orchestration (17 disconnected modules) - https://github.com/a5c-ai/babysitter/issues/580\n- #579 agent-platform: implement ConcurrentEffects (parallel within-harness) - https://github.com/a5c-ai/babysitter/issues/579\n- #578 End-to-end token usage and cost tracking (L4 > transport-adapter > SDK > L6) - https://github.com/a5c-ai/babysitter/issues/578\n- #577 Wire tasks-adapter into agent stack as native built-in tools - https://github.com/a5c-ai/babysitter/issues/577\n- #576 Unify tool registries: tools-adapter replaces DeferredToolRegistry + McpToolRegistry - https://github.com/a5c-ai/babysitter/issues/576\n- #575 agent-core: streaming responses + multi-turn conversation history - https://github.com/a5c-ai/babysitter/issues/575\n- #574 sdk: typed ctx.halt() for honest early-exits (vs fake RUN_COMPLETED on halt:true return) - https://github.com/a5c-ai/babysitter/issues/574\n- #573 sdk: distinguish process_runtime_error from effect_failed + first-class recovery CLI - https://github.com/a5c-ai/babysitter/issues/573\n- #572 sdk: extend outputSchema to shell tasks + enforce in task:post - https://github.com/a5c-ai/babysitter/issues/572\n- #571 [live-stack] macos-latest live-stack-26657361727-babysitter-plugin-interactive-resume-live.adapters.codex.foundry-openai.gpt-5.5 failed - https://github.com/a5c-ai/babysitter/issues/571\n- #570 [live-stack] ubuntu-latest-l live-stack-26657350977-vanilla-non-interactive-predefined-live.adapters.hermes.foundry-openai.gpt-5.5 failed - https://github.com/a5c-ai/babysitter/issues/570\n- #569 [live-stack] ubuntu-latest-l live-stack-26657350977-vanilla-non-interactive-predefined-live.adapters.claude-code.foundry-openai.gpt-5.5 failed - https://github.com/a5c-ai/babysitter/issues/569\n- #568 [live-stack] ubuntu-latest-l live-stack-26657350977-babysitter-plugin-interactive-resume-live.adapters.codex.foundry-openai.gpt-5.5 failed - https://github.com/a5c-ai/babysitter/issues/568\n- #563 Live-stack: BP mode gemini-3.5-flash model behavior — agent runs but doesn't create output file - https://github.com/a5c-ai/babysitter/issues/563\n- #562 Live-stack: cursor-cli CI integration — needs investigation - https://github.com/a5c-ai/babysitter/issues/562\n- #560 Live-stack: copilot-cli fails — no GitHub auth configured in CI - https://github.com/a5c-ai/babysitter/issues/560\n- #533 Track OpenAI GPT-5.5 Instant and chat-latest lifecycle updates - https://github.com/a5c-ai/babysitter/issues/533\n- #531 claude plugin update is a silent no-op — plugin version in marketplace.json never bumps across releases - https://github.com/a5c-ai/babysitter/issues/531\n- #528 Live-stack: genty CI integration — command fails immediately in pipeline - https://github.com/a5c-ai/babysitter/issues/528\n- #491 Live-stack: BI Windows mini/DeepSeek too slow for 600s artifact monitor timeout - https://github.com/a5c-ai/babysitter/issues/491\n- #485 Live-stack: Sonnet fails due to Anthropic credit exhaustion - https://github.com/a5c-ai/babysitter/issues/485\n- #468 Live-stack: hermes agent produces 0 output with -z headless prompt - https://github.com/a5c-ai/babysitter/issues/468\n\n## CI Status Summary\n- Issue Triage Dispatch on staging: in_progress/ - https://github.com/a5c-ai/babysitter/actions/runs/26722696573\n- Issue Triage Dispatch on staging: in_progress/ - https://github.com/a5c-ai/babysitter/actions/runs/26722696547\n- Issue Triage Dispatch on staging: in_progress/ - https://github.com/a5c-ai/babysitter/actions/runs/26722696541\n- Model Version Check on staging: in_progress/ - https://github.com/a5c-ai/babysitter/actions/runs/26722646737\n- Agent Version Check on staging: in_progress/ - https://github.com/a5c-ai/babysitter/actions/runs/26722646164\n- QA Daily on staging: in_progress/ - https://github.com/a5c-ai/babysitter/actions/runs/26722645578\n- Live Stack on staging: in_progress/ - https://github.com/a5c-ai/babysitter/actions/runs/26722582927\n- Live Stack on staging: in_progress/ - https://github.com/a5c-ai/babysitter/actions/runs/26722448552\n- Publish on staging: pending/ - https://github.com/a5c-ai/babysitter/actions/runs/26722441552\n- Live Stack on staging: completed/failure - https://github.com/a5c-ai/babysitter/actions/runs/26722290299\n- Publish on staging: completed/cancelled - https://github.com/a5c-ai/babysitter/actions/runs/26722280872\n- Live Stack on staging: completed/failure - https://github.com/a5c-ai/babysitter/actions/runs/26721879383\n- Publish on staging: completed/cancelled - https://github.com/a5c-ai/babysitter/actions/runs/26721872593\n- Live Stack on staging: completed/failure - https://github.com/a5c-ai/babysitter/actions/runs/26721575563\n- Publish on staging: completed/cancelled - https://github.com/a5c-ai/babysitter/actions/runs/26721568148\n- Publish on staging: in_progress/ - https://github.com/a5c-ai/babysitter/actions/runs/26721297685\n- Live Stack on staging: completed/failure - https://github.com/a5c-ai/babysitter/actions/runs/26721178852\n- Publish on staging: completed/failure - https://github.com/a5c-ai/babysitter/actions/runs/26721170394\n- Publish on staging: completed/failure - https://github.com/a5c-ai/babysitter/actions/runs/26720158970\n- Live Stack on staging: completed/failure - https://github.com/a5c-ai/babysitter/actions/runs/26720093215\n\n## Live-stack Test Results\n- No live-stack test result artifacts found.\n",
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