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  • v0.6.0: MCP server (#30) * MCP server: ask your coding assistant why a run failed tracedown mcp (stdio, extra [mcp]) exposes eight tools over the HTTP API: list_failed_runs, explain_run, get_step, suggest_fixes, check_replay, check_claims, list_incidents, diagnose_trace. Plain-text answers that say verdicts are ranked suspects. Tests cover each tool on the demo runs and a real MCP session over stdio. Docs: docs/mcp.md, README, wiki. * MCP server: fixes from end-to-end testing and review - run ids with / ? # % or spaces are refused (the server decodes %2F before routing); other ids are quoted - the API key is not sent on to a redirected host - every failure is a tool error with a plain sentence; 401 says how to set TDN_API_KEY; non-Tracedown replies and bad --endpoint values are explained - explain_run falls back when the key may not run analysis - get_step reads one step's payloads instead of the whole bundle - read-only hints on tools; quieter logs; works with mcp 1.x and 2.x - docs: permissions per tool; tests for each of the above * MCP server: keep the API key on same-host redirects; tests pass on mcp 1.x and 2.x * Release 0.6.0: MCP server Version 0.6.0 in every package; wiki roadmap: 0.5.0 and 0.6.0 done, proven fixes in TypeScript moves to 0.7.

    @nbn07 nbn07 committed Nov 2, 2026
  • v0.5.0: proven fixesProven fixes (#29) * Proven fixes, part 1: fix-check and tdn.confirm_cause - server: fixes.check() decides whether a replay fixed a run (blamed problem gone, nothing new at 0.7+, run finished, user's test passed) - API: GET /api/v1/runs/{id}/fix-check?replay=<id>[&user_test=] - SDK: tdn.confirm_cause() replays from the blamed model step with a corrected output, 3 tries, all must pass - replay: tool stubs (tools=) and live_tools=; confirm_cause blocks real tool calls by default (SideEffectBlocked) - tests on the calendar demo; docs in HOW-IT-DECIDES * Proven fixes, part 2: suggested fixes and tdn.try_fixes - server: fixes.suggest() lists what to change for the root cause and up to two other suspects; for bad model values, made-up facts, outdated documents and injected documents it adds a replay recipe (prompt instruction or documents left out). Loops and failing tools get advice only; user-fault runs say so. - API: GET /api/v1/runs/{id}/suggestions - SDK: tdn.try_fixes() replays each recipe 3 times with the fix check; replay overrides prompt_note and retrieval_drop - demo models react to the instructions (calendar, pricing), the refund demo has the current 0 policy, the injection demo a clean spec page; diagnoses unchanged - spec: tdn.replay.dropped, tdn.replay.source=stub * Proven fixes, part 3: results in the web app - Fixes tab on a failed run: each suggestion with works / did not work / not tested yet / needs a code change, its replays, and a try_fixes snippet using the run's own tool names - 'Did this replay fix the run?' banner on every replay - replays made by try_fixes carry tdn.replay.suggestion; the suggestions endpoint attaches their fix checks and lists other replays separately - tracedown up tries the suggested fixes on four demo failures (one try each) * Release 0.5.0: proven fixes Version 0.5.0 in every package; README, docs and wiki describe proven fixes. * 0.5.0: the server needs SDK 0.5 (try_fixes); Helm chart and templates

    @nbn07 nbn07 committed Nov 1, 2026
  • Wiki: keep the pages in wiki/ and publish them with a workflow README and CONTRIBUTING link the wiki; the roadmap drops the hosted demo (live since 0.4.2) and shows proven fixes in progress.

    @nbn07 nbn07 committed Nov 1, 2026
  • Wiki: understand, contribute, run and maintain

    Naveen Babu Narayanan Nair committed Nov 1, 2026