dkedar7 / langstage-core

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        "ag-ui",
        "agents",
        "ai-agents",
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      "description": "Host + AG-UI bridge for LangGraph agents — agent-spec loading, layered config, and typed in-process streaming",
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          "body": "…(gh #104) (#107)\n\nHostConfig.resolve() cast env values with no error handling, so a single bad\nchar in LANGSTAGE_PORT (abc, an unexpanded \"$PORT\", a stray \"8050 x\") raised an\nuncaught ValueError straight out of resolve() and crashed every entrypoint that\nresolves config -- --show-config, --demo, --\n[…]\nose hosts inherit it and can drop their local env shims.\n\n\nClaude-Session: https://claude.ai/code/session_011HWCfJii6gXd3XL3Gq3W8B\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "body": "…00) + coerce wrong-typed TOML values (langstage-jupyter #78) (#101)\n\n* fix(agui): load the agent spec before the \"Serving ...\" banner (gh #100) + coerce wrong-typed TOML values (langstage-jupyter #78)\n\nTwo error-path holes where a user mistake surfaced as a raw traceback or a\nsilently wrong value i\n[…]\ne Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_011HWCfJii6gXd3XL3Gq3W8B\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "body": "…surface emits `extraction` frames (gh #96) (#98)\n\n`SessionAdapter` — the streaming engine behind the web app + task board — accepted\nonly `graph` / `max_result_len` and swallowed everything else via `**_legacy`, so\n`SessionAdapter(graph=g, extractors=[...])` was accepted without error but the\nextra\n[…]\n(fail-before/pass-after). Full suite green (164 passed).\n\n\nClaude-Session: https://claude.ai/code/session_01WeFhpZ6DJkyCM6sQB99uNY\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "body": "…ors` on iter_chunk_frames (#92) (#94)\n\n* fix(agui): surface node exceptions as the terminal `error` frame in iter_* (gh #93, 1.0.18)\n\n`iter_event_frames` / `iter_chunk_frames` document — and the README Quick start\nplus the shipped `examples/fastapi_websocket.py` rely on — an `error` frame among\nthe\n[…]\ne Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01WeFhpZ6DJkyCM6sQB99uNY\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "body": "…olExtractor's \"*\" fallback reachable (#90) (#91)\n\n* fix(agui): render a later node's finished message in a mixed-mode turn (gh #89)\n\n`iter_event_frames` / `iter_chunk_frames` rendered non-streamed assistant\ncontent only via the final `MessagesSnapshotEvent`, guarded by\n`and not streamed_text`. So a\n[…]\ne Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01WeFhpZ6DJkyCM6sQB99uNY\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "body": "examples/fastapi_websocket.py forwarded the client's bare `decisions`\nlist straight into `resume=[...]`, but the HITL middleware reads the\nresumed value back as `interrupt(...)[\"decisions\"]` — so a real\ndeepagents/HITL agent (the swap-in the example invites) crashed with\n`TypeError: list indices mus\n[…]\nfile\ntoo — not just the notebook + README — so the class can't recur.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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          "headline": "Fix bare-list HITL resume in the FastAPI example (gh #87) (#88)",
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          "body": "The example notebook showed `resume=[{\"type\": \"approve\"}]`, but\nHumanInTheLoopMiddleware reads the resumed value back as\n`interrupt(...)[\"decisions\"]` — a bare list has no `[\"decisions\"]`, so\ncopy-pasting the snippet crashed the resume. Corrected to the decision\nenvelope `resume={\"decisions\": [{\"typ\n[…]\nd literal to\n`create_resume_input(...)`'s output so they can't drift.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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          "headline": "Fix HITL resume snippet in Jupyter example (gh #85) (#86)",
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          "oid": "20b1918086be73d437ba03ff8ad0cde7ac4dc50e",
          "body": "…configurable] too (#84)\n\nA run of nightly issues (#55/#57/#61/#64/#66) were all config-diagnostic drift: each surface\nassembled its own --show-config / /config output (base dump + a separately-rendered\n[configurable] table + footer tweaks) and the pieces drifted. Fold the [configurable] table\ninto \n[…]\nle=...) so the whole diagnostic comes from one method and\nevery surface's two config views render identically by construction. Purely additive.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: describe() is the single complete config diagnostic — renders […",
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          "body": "…arn malformed TOML (hermes #61) (#83)\n\n#82: iter_event_frames/iter_chunk_frames(resume=) wrap the value into\nforwarded_props.command.resume (-> Command(resume=...)), but create_resume_input()\nalready returns a Command — so passing it double-wrapped and the graph's interrupt()\nreturned a Command, cr\n[…]\n(so --show-config printed\n\"TOML read from: <ignored file>\"). Track malformed paths + dedupe the warning; loaders\nskip listing a malformed file.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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          "headline": "fix: unwrap create_resume_input's Command (#82) + don't list/double-w…",
          "author_name": "Kedar Dabhadkar",
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          "body": "…docs (#80) (#81)\n\nThe README's \"What's in the box\" promises everything is re-exported top-level (except the\nagui helpers) and lists SessionAdapter/Session, but they were only importable from\nlangstage_core.adapters — so `from langstage_core import SessionAdapter` raised ImportError.\nRe-export them at the top level (still under .adapters too) and fix the package docstring,\nwhich had miscategorized SessionAdapter under the agui bullet.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: re-export SessionAdapter/Session at the top level, matching the …",
          "author_name": "Kedar Dabhadkar",
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          "oid": "e3066df1d31db84ca08f32f3e3712fc8449e0520",
          "body": "…7) (#79)\n\nThe README banner + migration guide said the old import \"still works via a compat shim,\"\nreading as \"install langstage-core and import langgraph_stream_parser keeps working.\" But\nthe shim is a SEPARATE distribution (langgraph-stream-parser 1.0, re-exporting\nlangstage_core) that langstage-\n[…]\n a fresh `pip install langstage-core` hit ModuleNotFoundError. Clarify that\nthe old name works only while the separate package stays installed.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: stop over-promising the langgraph_stream_parser compat shim (#7…",
          "author_name": "Kedar Dabhadkar",
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          "committed_at": "2026-07-06T11:52:45Z",
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          "oid": "34e56bf67fb84c25c06ce05e4d0d2b9728445360",
          "body": "…crash (langstage-vscode #40) (#78)\n\nThe on_interrupt handler did payload.get(\"action_requests\", ...), assuming a dict with\nthose keys — so the standard HumanInterrupt LIST that deepagents/langchain HITL emit\ncrashed the turn ('list' object has no attribute 'get'), and any other plain dict\nreturned \n[…]\nict. Applied to both iter_event_frames (event wire: vscode/web) and\niter_chunk_frames (chunk wire: cli/jupyter, which read frame[\"interrupt\"]).\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: normalize the HumanInterrupt shape so an interrupt turn doesn't …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-06T11:18:25Z",
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          "oid": "841a75c7ea3abba00d4bf803025cbb542aeafb66",
          "body": "…he 1.0 API (#75) (#76)\n\n* fix: resolve workspace root to absolute once so a later chdir can't double it (#66)\n\napply_workspace() stored the root as given (e.g. ./ws) and workspace_root()\nre-.resolve()d it against the current cwd on every call, so a surface that then\nchdir'd into the workspace (cli \n[…]\nAlso drop the stale FastAPIAdapter cross-ref in SessionAdapter's docstring.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: relative-workspace doubling (#66) + rewrite broken examples on t…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-05T14:26:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6821fb7cb7ac4b0b36ab421ed4a74bde9b2a61c3",
          "body": "core header now reads langstage-core (was langgraph-stream-parser), v1.0, and the diagram shows the current build_agent/iter_frames API instead of the removed StreamParser.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: refresh README header image to the LangStage name (dogfood) (#74)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-05T03:26:07Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3bb2cfbb0a6c28a70451695d6db9b8b3a2718a4a",
          "body": "…kspace surfaces) (#73)\n\nA BYO agent's raw relative file writes can only land in the workspace if the process\ncwd is the workspace (core can't re-root arbitrary tools — the ADR-0005 boundary). So\nevery single-workspace surface runs the agent with the workspace as cwd: cli (already),\nvscode + web (ne\n[…]\nexception (JupyterLab owns the cwd).\nRecords the F7 dogfood decision.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: ADR 0006 — operate the agent from the workspace cwd (single-wor…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-05T02:47:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "432a0b1faddfdb30a594153665fa9527be354940",
          "body": "…ing* events (gh #71, 1.0.8) (#72)\n\niter_event_frames/iter_chunk_frames had no branch for the Reasoning*/Thinking* AG-UI\nevents ag-ui-langgraph emits for reasoning models (Anthropic extended thinking,\no-series, DeepSeek R1, ...), so chain-of-thought was silently dropped and the\nadvertised `reasoning\n[…]\nrom the\n`content` answer so renderers can show/collapse the thinking.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agui): emit the advertised `reasoning` frame for Reasoning*/Think…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-04T15:13:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "79729a3d343313e4421b65ae65fc158f9ea785f6",
          "body": "…of truth + ADR 0005 (1.0.7) (#70)\n\nCore resolved workspace_root (the value) but never applied it, so each surface\ninvented its own mechanism (cli chdir / vscode env-push / hermes backend-arg /\njupyter global-mutate / web hand-sync) and three drifted into a workspace bug\n(#19, #45/#36, #44). apply_w\n[…]\n ADR 0005 accepted. Surfaces migrate incrementally; BYO tools opt in.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(host): apply_workspace/workspace_root — single workspace source …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-03T21:37:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6c243f6acc0bd6cea94c9b84d8dd13e85112bec4",
          "body": "…0004 (1.0.6) (#69)\n\nRuns ONE real turn through iter_event_frames and returns a structured VerifyResult\n(ok / saw_complete / saw_error / error_message / content_chars). ok is True only if\nthe turn completed with no error — a missing key / broken tool / bad schema fails\nhere, where a static \"imports \n[…]\n; workspace application staged) with\nthe six-surface evidence matrix.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agui): shared live-preflight primitive verify()/averify() + ADR …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-03T16:52:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d69cffa22912334d6816554e044983ad6cdd46a3",
          "body": "…atus (gh #67, #55, 1.0.5) (#68)\n\ngh #67 (regression from 1.0.4): iter_event_frames/iter_chunk_frames emit content from\nthe final MessagesSnapshotEvent for non-token agents, but that snapshot is the FULL\nthread — so every turn re-emitted turns 1..n. Slice the snapshot to the messages after\nthe last \n[…]\nI event upstream (ag-ui-langgraph); documented as a known limitation.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Stop replaying history for snapshot agents; best-effort tool-error st…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-03T13:33:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b487f004ef973083d2333736711f4535317bde54",
          "body": "…43, 1.0.4) (#66)\n\niter_event_frames/iter_chunk_frames hardcoded node=\"agent\" on every content/tool\nframe, so a multi-node graph's output was indistinguishable — the CLI, which\nstarts a fresh marker on a node change, rendered two nodes' messages as one\nrun-on. Track the current node from StepStarted\n[…]\nangstage-cli renders each on its own line). 2 regression tests added.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "AG-UI frames carry the real langgraph node, not a fixed \"agent\" (gh #…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-03T01:32:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a2316b6fe01eab8571777fc53369df1c12f66dd2",
          "body": "…deepagents.toml (gh #42, #25, 1.0.3) (#65)\n\nTwo cross-family config fixes in the shared host layer:\n\n- gh #42: a malformed langstage.toml raised a raw TOMLDecodeError from _read_toml.\n  Because config resolves at import time on several surfaces, that bricked\n  --version/--help/--demo, the deepagent\n[…]\ntoml_config.\n\n4 regression tests added; full host-config suite green.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Harden config loading: don't crash on malformed TOML; warn on legacy …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-03T01:12:20Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9106f4251e01a21f64ffd4df29c4ccf32e42d894",
          "body": "…#64)\n\nThe --show-config branch resolved HostConfig with only the host/port overrides;\n--agent was applied to the overrides later, after the branch's early return. So\n`langstage-agui --show-config --agent X` reported agent_spec = None while serve()\nhonored the flag — the shown config disagreed with \n[…]\nnotes the demo\nspec. Regression test added to tests/test_agui_cli.py.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix `langstage-agui --show-config` ignoring --agent (gh #60, 1.0.2) (…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-03T00:56:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b34f03dd828ad75c08607fa2db757df932001c64",
          "body": "Dogfooding the published docs against the 1.0.0 wheel found the README was only\nname-renamed during the rename: its body (Quick Start through Display Adapters)\nstill documented the REMOVED event layer — StreamParser, langstage_core.events,\nevent_to_dict, stream_graph_updates, and the CLI/Print/FastA\n[…]\nangstage-core[agui]>=1.0, so 1.0.1 satisfies them with no re-release.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: rewrite README for the 1.0 API; bump 1.0.0 -> 1.0.1 (#63)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-02T16:37:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4fcea3d0186ec7a6c7f73e413126090528922986",
          "body": "…(#62)\n\nThe event layer is retired and AG-UI is the sole streaming path on every surface.\nCore renamed to langstage-core 1.0.0 (event layer removed; compat shim published);\nall five surfaces repointed to langstage-core[agui] in one release each:\ncli 0.6.1, hermes 0.4.1, vscode 0.5.0, jupyter 0.6.0, \n[…]\none regression caught during rollout (Jupyter token-delta rendering).\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(adr): mark ADR 0002/0003 Implemented — AG-UI migration complete …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-02T15:51:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "be39f6137d6b67dbd2cd52bbc41ec131230e3abc",
          "body": "…) (#61)\n\n* wip(core-1.0): remove event layer (StreamParser/events/handlers/adapters); SessionAdapter AG-UI-only\n\nSource surgery for langstage-core 1.0 (ADR 0003). Removed StreamParser, events.py,\nhandlers/, compat.py, the non-agui render adapters, and event-layer tests. Kept host,\ntasks, agui, demo\n[…]\nrenced the removed StreamParser + old module name; point it at\nlangstage_core (load_agent_spec/tasks/agui) and --cov=langstage_core.\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat!: langstage-core 1.0 — remove the event layer + rename (ADR 0003…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-02T13:41:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c0c4947dea4e1a1853ce3f3cb69468ee2f296fe4",
          "body": "…r graph input) (#59)\n\nThe ag-ui-langgraph adapter forwards RunAgentInput.state into the graph input, so\na state= param lets surfaces whose agent contract carries more than messages pass\ntheir extra keys (e.g. hermes' iteration_budget_remaining / model_override /\nsession_id). Needed for the hermes AG-UI migration. Test added; suite green.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agui): state= on iter_event_frames/iter_chunk_frames (seed riche…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-02T03:05:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0467ed96b1186ebe1f6c8c93170e9015a4e1e8d8",
          "body": "…tionized) (#58)\n\nRuns tool-result extractors over the in-process AG-UI stream: after each tool\nresult, the matching extractor (by tool_name) runs and a non-None return emits an\n frame identical to event_to_dict(ToolExtractedEvent). This is the\nAG-UI home for domain callouts (hermes' skill/memory/co\n[…]\npiece that unblocks hermes' migration and the event-layer retirement.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agui): extractors= on iter_event_frames (ADR 0003 Stage 1 produc…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-02T03:00:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1ad90cbf4d6ab936f685e5fe5adce08f62f604b5",
          "body": "* docs(adr): 0003 — deprecate & retire the event layer (Proposed)\n\nTurns ADR 0002's glib \"deprecate events.py -> remove -> rename\" endgame into a\nreal staged plan, after two facts surfaced that change it:\n\n1. The AG-UI paths are opt-in; the event layer is still every surface's DEFAULT.\n   You can't \n[…]\now.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ADR 0003 (Proposed): deprecate & retire the event layer (#57)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-02T02:57:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7e3185cb2df5fd42eefcb2a70974a25efb5a6570",
          "body": "iter_event_frames (vscode+web) + iter_chunk_frames (cli+jupyter, 0.6.17) are the\nsingle source of truth; all four surfaces delegate. Shipped cli 0.5.18, jupyter\n0.5.14, vscode 0.4.10. Next remaining item: deprecate the event layer (Decision 3).\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(adr): dedupe done — both AG-UI mappings live in the core (#56)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T19:26:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "859f1d3612d4666c4984f90461e029350318a2cb",
          "body": "…pe (#55)\n\n* docs(adr): migration complete — all four surfaces on AG-UI\n\ncli (0.5.17), jupyter (0.5.13), vscode (0.4.9), web (langstage 0.12.3 / core 0.6.16)\nall ship opt-in [agui] paths at full parity. Records the two format-families\n(chunk-dict: cli+jupyter; event_to_dict: vscode+web) and the rema\n[…]\nub.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agui): add iter_chunk_frames (chunk-dict family) — ADR 0002 dedu…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T19:11:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "523c56970d82233e2b70fd321426872aa109436a",
          "body": "cli (0.5.17), jupyter (0.5.13), vscode (0.4.9), web (langstage 0.12.3 / core 0.6.16)\nall ship opt-in [agui] paths at full parity. Records the two format-families\n(chunk-dict: cli+jupyter; event_to_dict: vscode+web) and the remaining post-migration\nwork: dedupe, deprecate the event layer (keeping extractors), rename, flip defaults.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(adr): migration complete — all four surfaces on AG-UI (#54)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T17:35:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "da4e31b746e6c0acd1e0e33cf49ee558cef2f1da",
          "body": "…web enabler) (#53)\n\n* docs(adr): migration progress — vscode done (0.4.9); web is last\n\ncli (0.5.17), jupyter (0.5.13), vscode (0.4.9) all shipped opt-in AG-UI paths with\nfull text+tools+interrupts parity. Added the shared-mapping note: cli+jupyter share\nthe chunk-dict mapping (byte-identical, dedu\n[…]\ned.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agui): iter_event_frames + SessionAdapter AG-UI mode (ADR 0002, …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T17:24:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2ac13a5f2bbcb08cfbc44ac477d7733ea8754e2d",
          "body": "cli (0.5.17), jupyter (0.5.13), vscode (0.4.9) all shipped opt-in AG-UI paths with\nfull text+tools+interrupts parity. Added the shared-mapping note: cli+jupyter share\nthe chunk-dict mapping (byte-identical, dedupe target); vscode uses event_to_dict\n(distinct); web (SessionAdapter) will differ again — consolidate per format-family.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(adr): migration progress — vscode done (0.4.9); web is last (#52)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T15:23:21Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "bff4205de864b3982b6018f288c7b7d1ad853bf6",
          "body": "… in cli 0.5.17 (#51)\n\nResume works via forwarded_props.command.resume (-> Command(resume=...)), not the\ntop-level RunAgentInput.resume ResumeEntry field. Shipped in langstage-cli 0.5.17\n(--agui full display->decide->resume loop). The mechanism is generic and unblocks\nthe web + vscode HITL surfaces. Migration progress: cli done; jupyter next.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(adr): mark ADR 0002 gate (2) resolved — interrupt resume shipped…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T13:58:06Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e8a782545bb4ce45174cc490950ceec66633cfee",
          "body": "…o host layer (#49)\n\n* docs(adr): 0002 — execute the event-layer retirement; scope core to host layer (Proposed)\n\nFollow-on to ADR 0001, which adopted AG-UI for the wire and staged the\nevent-layer retirement \"for later.\" The preconditions 0001 named are now met\n(AG-UI bridge shipped, all six surface\n[…]\ned.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ADR 0002 (Proposed): execute the event-layer retirement; scope core t…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T06:57:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b174b42e7ab0b2cc77fc893ef5ca1f16772f3055",
          "body": "The README's FastAPI WebSocket section says to install\n`pip install 'langgraph-stream-parser[fastapi]' uvicorn` and run\n`uvicorn examples.fastapi_websocket:app`. Run verbatim on a clean install it\ncrashed immediately with ModuleNotFoundError — first on `dotenv`\n(fastapi_websocket.py), then on `deepa\n[…]\ns only — no package src change, so no new release needed.\n\nFixes #47.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Make the FastAPI example run on the documented install (#47) (#48)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-30T18:36:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8444fc4da35ae3eb5b9804797705f7e18bd087f6",
          "body": "`stream_mode=\"auto\"` is advertised, but it's a parser-side concept: LangGraph's\ngraph.stream()/astream() don't understand it and yield zero chunks. BaseAdapter\nand FastAPIAdapter forwarded stream_mode verbatim to the graph, so calling an\nadapter with the advertised stream_mode=\"auto\" rendered a sile\n[…]\nnc (BaseAdapter)\nand async (FastAPIAdapter) stream calls.\n\nFixes #45.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Don't forward parser-only stream modes to graph.stream() (#45) (#46)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-29T10:39:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c2658f7cf906c55d9c21271e57ccc2d1367cf2c8",
          "body": "A real graph.stream(stream_mode=\"values\") was silently dropped: the parser\nrejected the constructor arg, and feeding a values stream (full-state dicts)\nfell through to the updates handler, which saw no node-keyed update and yielded\na lone CompleteEvent — an empty turn. ValuesEvent was also unreachab\n[…]\nng tests that used \"values\" as their invalid-mode example\n\nFixes #43.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Support stream_mode=\"values\" (emit ValuesEvent + content) (#43) (#44)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-28T18:13:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "89e04d04268117e367c0b5a94170f0cab9fb14b5",
          "body": "Auto-detect only recognized multi-mode (mode, data) tuples and v2 parts; a\nmessages-mode stream's first chunk is (message, metadata), which fell through to\n\"updates\" and matched none of its chunks -- rendering an empty turn with no\nerror, while explicit stream_mode=\"messages\" rendered fine. _peek_an\n[…]\n explicit messages mode on the stub; detector\nunit-tested against messages / multi-mode / subgraph / plain-dict chunks.\n\nFixes #41\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: stream_mode=auto detects a pure messages-mode stream (0.6.13) (#42)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-27T15:47:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f2320fac7584a7f78d8de8f376da42c7803b1570",
          "body": "…12) (#40)\n\nThe AG-UI server consumes only agent_spec/host/port, but --show-config printed\nall six inherited HostConfig rows (workspace_root/debug/title too) with\nconfident env-var sources -- the same advertised-vs-honored inconsistency\n0.6.11's describe(omit_keys=...) fixed for the stdio sidecar an\n[…]\nit_keys=[workspace_root, debug, title].\n\nTest: agui --show-config shows agent_spec/host/port, not the three inert rows.\n\nFixes #39\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: langstage-agui --show-config omits keys the server ignores (0.6.…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-26T14:15:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3e8395867c35fec4d7f4775c8f168c3958bc80fb",
          "body": "…ges (0.6.11) (#38)\n\n- CLIAdapter crashed with UnicodeEncodeError on a default Windows (cp1252)\n  console: it prints the message bullet, braille spinner, box-drawing, and\n  check/cross/warn glyphs without reconfiguring stdio, so the first styled line\n  raised before any output. run() now reconfigure\n[…]\n, and renders the echoed reply; describe(omit_keys) hides the\nnamed rows and their env vars while keeping honored keys.\n\nFixes #37\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: CLIAdapter cp1252-safe (#37) + describe(omit_keys) for stdio sta…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-25T12:54:05Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "096558bfb2333856eed252ef27c5c28a74e5fd83",
          "body": "… (0.6.10) (#36)\n\nTwo LOW dogfood-routine findings, both in the shared core:\n\n1. create_stub_agent()'s ImportError over-claimed \"every deep-agent surface\n   already installs them\" -- false for a base langstage-vscode install -- and\n   never named the fix. It now points at the lightweight\n   `pip ins\n[…]\n every legacy-env deprecation signal.\n\nTest: SUPPRESS=1 now asserted to silence both the stderr notice and the\nDeprecationWarning.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: honest stub missing-deps error + full SUPPRESS for legacy notice…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-23T11:15:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4d45a9f351c8bc887899d4820d0e652343339459",
          "body": "…) (#35)\n\nThe resolver emits a DeprecationWarning when a legacy DEEPAGENT_* env var is\nused, but Python's default warning filter swallows it -- so a real person\nrunning any LangStage CLI never saw the nudge (an \"advertised != honored\" gap\nthe dogfood routine flagged). _warn_legacy_env now also print\n[…]\nUPPRESS_LEGACY_NOTICE=1.\n\nTests: notice prints to stderr (and is cp1252-encodable); silent under pytest;\nsilenced by the env flag.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: make legacy DEEPAGENT_* deprecation visible to CLI users (0.6.9…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-22T15:48:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cec6771abefed05604bae5f3d341e8f6edc4e2b5",
          "body": "…6.8) (#34)\n\nTwo dogfood-routine findings, both highest-leverage because they ship from\nthe shared core and fix every surface at once:\n\n1. create_stub_agent() compiled the echo demo with a default MemorySaver, so\n   streaming it the documented config-free way (no thread_id) raised a\n   checkpointer \n[…]\n; multi-turn\npersistence test now passes an explicit checkpointer; BOM'd langstage.toml\nresolves; host --help is cp1252-encodable.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: keyless Quick Start no longer silently blank + BOM-safe TOML (0.…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-22T14:46:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b32342a985756d6cda363e3f9dda1ee4a9b0c9dc",
          "body": "…(0.6.7) (#33)\n\nMinor/nit/enhancement fixes from the dogfood re-run:\n\n- tool_end reported name=\"unknown\" when a ToolMessage lacked a name; backfill it\n  from the correlated start event (found via langstage-vscode).\n- `langstage-agui --demo` without [agui] printed a \"Serving ... at <url>\" banner\n  TH\n[…]\nt no longer pulls the full [demo]/deepagents stack (~50 pkgs); README + docstring\n  point the keyless path at [stub].\n\n624 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: tool_end name, agui --demo preflight, host --help, [stub] extra …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-21T21:10:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ebdad6f494accd479c3d66c9807d7d58ccc7684c",
          "body": "LangGraph's add_messages reducer officially accepts dict messages\n({\"role\":\"assistant\",\"content\":...} or {\"type\":\"ai\",...}), but the updates handler\ndispatched on the message's class name (\"dict\"), which matched no branch — so a\nCompiledGraph whose node returns a dict message produced NO ContentEven\n[…]\nagents in cli / web / vscode. Tests added (role + type\nforms, single + dual mode, tool-call dict, object passthrough). 619 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: render dict-form messages in the updates handler (0.6.6) (#32)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-21T19:52:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4d93c4a68f918eefe78321df11b5724e95650b56",
          "body": "…accuracy (0.6.5) (#31)\n\nCluster 3 (agui) + core README doc-gaps from the dogfood run:\n\n- langstage-agui --show-config printed HostConfig's localhost:8050 while the\n  server actually bound argparse's 127.0.0.1:8000 — advertised config disagreed\n  with the bind. host/port now come from the resolved H\n[…]\ngent() for a keyless graph).\n\nTests: agui CLI --version + --show-config override consistency (no [agui] extra\nneeded). 614 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: agui --show-config matches the real bind; add --version; README …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-20T19:09:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d02c0aae2fded8f813bfcec001a7ad639337c30e",
          "body": "In stream_mode=[\"updates\",\"messages\"], the updates handler hard-suppressed all\ncontent, so a CompiledGraph whose node returns a finished AIMessage (rule-based /\nrouter / retrieval agents, or any LLM call outside a token-streaming node)\nproduced NO ContentEvent — chat surfaces showed a blank reply, c\n[…]\ngents. Found by the comprehensive dogfood workflow.\n\nShips alongside the already-merged __version__-from-metadata change as 0.6.4.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: dual-mode content fallback for non-streaming nodes (0.6.4) (#30)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-20T18:15:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "99ba443671ac69281b09d6d408c1f697817a8cdf",
          "body": "Replace the hard-coded `__version__ = \"0.6.3\"` with a lookup of the installed\ndistribution metadata (importlib.metadata.version), matching the pattern already\nused by langstage (web) and langstage-hermes. Value is unchanged; this just\nmakes it impossible for the constant to drift out of sync with py\n[…]\neventive — surfaced by the daily dogfooding routine (langstage-vscode#9),\nwhich found stale-__version__ drift in sibling packages.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: derive __version__ from installed metadata (no drift) (#29)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-19T13:18:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fbb7fe840c56734b880b2a7c4a5cb3c9773549e0",
          "body": "OpenAI-compatible providers (incl. OpenRouter) require the message `name` field\nto match ^[^\\s<|\\/>]+$. The agent's display name flows into that field, so a\nname with a space 400s on the second turn (cryptic \"messages[N].name: string\ndoes not match pattern\"). create_default_agent now slugifies unsaf\n[…]\n23 (its shipped\ndefault \"Default Agent\" tripped this against OpenRouter).\n\nTests: tests/test_agent_name.py. Full suite 606 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: slugify agent name for the LLM message `name` field (0.6.3) (#28)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-18T13:34:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9b2da6acf51e2ce950566aaca3df36de682224f2",
          "body": "…6.2) (#27)\n\ntasks/tools.py imports langchain_core.tools at module top level (reached by\n`import langgraph_stream_parser`), but dependencies were []. A bare\n`pip install langgraph-stream-parser` failed with ModuleNotFoundError:\nlangchain_core. Now declared. langgraph stays optional (its imports are \n[…]\nd: minimal-install CI job (pip install ., no extras, import smoke).\nFound by rolling the langstage 0.11.1 guard across the family.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: declare langchain-core dependency + minimal-install CI guard (0.…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-16T03:57:39Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5ca44da12ebcc273bf27fe5d7cf9cc8a1cd7c301",
          "body": "…n (0.6.1) (#26)\n\nDocstring-only: nudges models to prefer async delegation for long/parallel/\nbackground work over inline execution or a blocking sub-agent. No behavior change.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(tasks): sharpen start_async_task description to favor delegatio…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-15T13:15:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7912434dec24ad5245192c9e4c0950bde6328cea",
          "body": "…followup (0.6.0) (#25)\n\n- TaskRunner streams each run's events to the store as they arrive (new\n  TaskStore.append_events / get_events; InMemoryTaskStore implements both).\n  Enables a per-task detail/replay view + live-tailing.\n- TASK_TOOLS: five agent-facing delegation tools (start/check/list/upda\n[…]\ncancel/shutdown semantics (regression-tested).\nTests: +7 (transcript, followup, the five tools, parent linkage). Suite 597 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tasks): interactive tasks — event transcript, delegation tools, …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-14T23:37:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ba61c089b32ab9b06d11758821fec15cfae7732a",
          "body": "…#24)\n\nAdd langgraph_stream_parser.tasks — the reusable, single-process core\nbehind a \"delegate a task, run it in the background, track it on a board\"\nsurface:\n\n- TaskRunner: asyncio worker pool (generalized from CronScheduler) that\n  drives the shared SessionAdapter; non-blocking enqueue, cancel, r\n[…]\ner no-double-execution, worker resilience, dual-mode result).\nFull suite 590 passed.\n\nAlso fix stale __version__ (0.2.1 -> 0.5.0).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tasks): async task-delegation engine + Session.outcome (0.5.0) (…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-14T22:01:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7e4f2a1081ea5adf04f0d6bb7b2f8f4a51eb8adc",
          "body": "Co-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Python 3.14 to CI matrix + classifiers (#23)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-14T14:16:35Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5bed2d47dd40f6d618db8dc76ab18e37ded6aa63",
          "body": "…e-case matrix (#22)\n\nAn edge-case audit against purpose-built tool-calling/interrupting/erroring/\ncheckpointer-less agents found three real issues, now fixed + tested:\n- graphs without a checkpointer no longer hard-crash (auto-attach InMemorySaver;\n  AG-UI's aget_state requires one)\n- agent excepti\n[…]\nom __future__ import annotations` in the agui module so FastAPI\nresolves RunAgentInput as the request body. 6 new matrix tests; suite 568 green.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "AG-UI bridge robustness (v0.4.1): auto-checkpointer + RUN_ERROR + edg…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-14T03:09:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "03fd628a02d4ff3aeafb96b3fccf6a82144cf6d5",
          "body": "* feat: AG-UI bridge — serve any LangGraph agent over the AG-UI protocol (v0.4.0)\n\nAdopt the official MIT ag-ui-langgraph adapter for the wire (ADR 0001). New\nlanggraph_stream_parser.agui module (build_agent/add_agui_endpoint/build_app/\nserve) + langstage-agui console script serve any agent spec ove\n[…]\nalign the core. Drop 3.10 from CI matrix +\nclassifiers, bump requires-python.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "AG-UI bridge: serve any LangGraph agent over AG-UI (v0.4.0) (#21)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-14T02:32:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9cf0fc76e437f07ed6595a2960af806abd06b2d3",
          "body": "Co-authored-by: Kedar Dabhadkar <kdabhadk@gmail.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: link the LangStage documentation site in the README (#20)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-13T21:42:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "119ca383e8f3e2e4b3f23be6f81a5ebe2652cd5d",
          "body": "…iased (v0.3.0) (#19)\n\n* LangStage vocabulary: LANGSTAGE_* / langstage.toml canonical, legacy aliased\n\nThe host family is renamed to LangStage; this package keeps its name as the\nshared core. HostConfig resolves LANGSTAGE_* env vars, project langstage.toml,\nand ~/.langstage/config.toml as canonical,\n[…]\nmes. v0.3.0.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n* Untrack REVAMP_PLAN.md (local scratch, swept in accidentally)\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "LangStage vocabulary: LANGSTAGE_*/langstage.toml canonical, legacy al…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-12T05:17:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "88e04c74b8f06005ee7711e5d52c0c8419349905",
          "body": "Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update changelog for v0.2.0 (#13)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-10T14:33:28Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0ffa264358000a0653022dfc20145f162d97108a",
          "body": "A deterministic echo agent (real compiled LangGraph graph + MemorySaver,\ntoken-by-token streaming through the parser) that needs no API key. Loadable\nvia the standard spec string langgraph_stream_parser.demo.stub:graph or\ncreate_stub_agent(). langgraph/langchain-core import lazily so the base\ninstal\n[…]\ntays dependency-free.\n\nAlso adds the one-agent-every-surface family section to the README and\nbumps to 0.2.2 so surfaces can depend on the stub.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add keyless stub agent: the shared engine behind every --demo mode (#18)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-10T13:42:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5fd92d85e59007904e2cd03aaa4cf6dca169a38e",
          "body": "v0.2.1 packages the GenericToolExtractor + default_extractor work\nfrom PR #16 (4 unmerged-to-release commits behind main since v0.2.0).\nAlso adds .github/workflows/release.yml so future releases are\ntag-driven (mirror of deepagent-hermes's release.yml — push a `v*`\ntag and the workflow builds + publ\n[…]\n_TOKEN secret is set on the repo (carried over from the\ndeepagent-hermes account) so the Release workflow can publish on tag\npush.\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Release workflow + bump to v0.2.1 (#17)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-08T15:06:23Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2d3c6a8baee2eb06c94ecb32747c4bccd0c31b87",
          "body": "…#16)\n\nPer-tool extractors handle the tools the parser ships built-ins for\n(think_tool, write_todos, skill_manage, ...) and any tool the host\nregisters explicitly. Everything else only emits ToolCallStart/End\nlifecycle events, never a ToolExtractedEvent — so a host that\nswitches on ToolExtractedEven\n[…]\n be registered\n    alongside the default, specific extractor wins over default.\n\nFull suite: 544 passed, 1 skipped, 0 regressions.\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "GenericToolExtractor + default_extractor fallback for unknown tools (…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-08T12:32:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8477d5882e41c1357b7ad37d4f66c924fcce4f07",
          "body": "Add opt-in real-model test through the parser",
          "is_bot": false,
          "headline": "Merge pull request #15 from dkedar7/test/real-model",
          "author_name": "Kedar Dabhadkar",
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