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"message": "Eval suite: hermetic isolation, unified CLI, grade-aware stats (#550)\n\n* fix(eval): point default paths at this repo instead of vendor submodule\n\nThe eval suite was imported from nixmac-web, where nixmac lived under\nvendor/nixmac as a submodule. Templates and the default binary now come\nfrom this repo's apps/native/templates and target/debug.\n\n* feat(native): NIXMAC_APP_DATA_DIR hermetic state override\n\nWhen set, every per-device state surface is rooted in the given\ndirectory instead of the OS app-data directory: global preferences,\nthe legacy settings.json store, the sqlite DB, the generated-docs\ncache, the pending feedback report, and secrets (file-backed under\n<dir>/secrets in every build profile, so a hermetic run can never\nread or write the real keychain or the shared dev secret cache).\n\nThis is the isolation mechanism for automated harnesses like the eval\nsuite, which previously guessed the app-data path and got it wrong for\ndev-identifier builds - letting an eval run loose on the developer's\nreal nix config with their real provider credentials. The override is\ndeliberately not debug-gated: a silent fallback to real state on a\nrelease binary is exactly the failure mode it exists to prevent.\n\n* feat(eval): hermetic per-case isolation via NIXMAC_APP_DATA_DIR\n\nEach test case now gets a fresh temp app-data dir that the binary\nroots all of its per-device state in, replacing the old scheme of\nbacking up and rewriting ~/Library/Application Support files. That\nscheme guessed the app-data path and got it wrong for dev-identifier\nbuilds (com.darkmatter.nixmac.dev), so eval runs silently used the\ndeveloper's real preferences - real nix config, real provider, real\ncredentials.\n\nAlso:\n- API keys travel via the child environment (OPENAI_API_KEY,\n OPENROUTER_API_KEY, VLLM_API_KEY), the binary's highest-precedence\n secret source, instead of settings.json where the current binary\n never reads them.\n- vLLM maps to the binary's current 'openai_compatible' provider and\n 'openaiCompatibleApiBaseUrl' pref instead of the retired 'vllm'\n names.\n- After each nixmac invocation the suite asserts the hermetic dir was\n actually used (nixmac.db present) and aborts the whole run\n otherwise, so a pre-override binary fails loudly instead of running\n against real user state.\n\n* fix(eval): stop gitignoring .nixmac/ in the fixture repo\n\nThe nix-darwin-determinate template now imports ./.nixmac as a flake\nmodule, and nix flakes only see git-tracked files - so ignoring the\ndirectory made every case's build_check fail before the model had\ndone anything, and graded models on working around the broken\nfixture. Track it like production does (its settings follow the repo)\nand write the repo-scoped EvolutionLimits before the initial commit\nso the tree starts clean.\n\nCase 1 before: 25 iterations, limitReached, 298k tokens.\nCase 1 after: 11 iterations, clean done, 102k tokens.\n\n* docs(eval): record evolve-loop convergence follow-ups from baseline run\n\nProduct-side findings (build-error truncation, phantom host param in\nthe done-rejection hint, no early termination, exploration thrash)\nobserved via the first hermetic Critical baseline. Kept as follow-ups\nso eval-suite work stays focused.\n\n* feat(eval): make calc_stats grade-aware\n\nPass/fail in the stats output previously meant 'a result JSON was\nproduced', so a run where a third of the cases misbehaved still\nreported a 100% pass rate. Stats now reuse grade.py's deterministic\ngrader: persisted grade objects are used when present, and ungraded\nresults are graded in memory (never written back) against\ntest_prompts.csv / golden_set_expectations.json.\n\n- Status, pass rates and passing/failing segmentation come from the\n graded verdict (falling back to engine ok only for cases missing\n from the CSV, marked 'ungraded').\n- Summary gains per-expected-outcome pass ratios and a failure-class\n breakdown; the case table gains Expected/State/Class columns.\n- State now prefers telemetry.state (limitReached, conversational,\n failed) over the top-level state, which is 'generated' for any run\n that produced a result.\n\nCritical baseline now reports 64.3% (18/28) instead of 100%.\n\n* feat(eval): unify run/grade/stats/report under a nixmac-eval CLI\n\nEach tool's argument definitions move into a build_parser(parser)\nhelper and its logic into main(args); cli.py composes them as\nsubcommands of a single 'nixmac-eval' entry point installed via\n[project.scripts]:\n\n uv run nixmac-eval run --csv ... --vllm-url ...\n uv run nixmac-eval grade -i data/results\n uv run nixmac-eval stats -i data/results\n uv run nixmac-eval report -i data/results -o data/report\n\nThe standalone entry points (python run_evals.py, ...) keep working\nwith identical flags. The run backend validation moves into main() so\nboth entry paths validate; stats' default results dir is now\nscript-relative like the other tools instead of cwd-relative.\nrequires-python is bumped to 3.10 to match the syntax the code\nalready uses. README examples updated (including a stale\n--evolve-provider example for a flag that no longer exists).\n\n* chore(eval): gitignore dash-suffixed results dirs\n\nrun --results-dir examples use data/results-<tag>; only data/results_*\nwas ignored.\n\n* feat(eval): add 'nixmac-eval all' to run the whole pipeline\n\nChains run → grade → stats → report against a single results\ndirectory. Takes run's full flag set plus the later stages' knobs\n(--golden-only, -s/--summary-only, -o/--output-dir); --results-dir is\nthe shared handoff. Verified end-to-end against a live endpoint with\ntwo cases.\n\n* feat(dev): expose nixmac-eval in the devenv shell\n\nA devenv script wraps 'uv run --project apps/eval nixmac-eval', so the\neval CLI is on PATH in the dev shell without cd'ing into apps/eval.\nuv auto-syncs the project venv on first use, and the tools' path\ndefaults are script-relative, so it works from any cwd.\n\n* fix(native): keep completion recordings inside NIXMAC_APP_DATA_DIR\n\nWhen NIXMAC_RECORD_COMPLETIONS is set (e.g. exported globally in a\ndeveloper shell) but NIXMAC_COMPLETION_LOG_DIR is not, the recording\nJSONL went to ~/Library/Application Support/nixmac/logs even under the\nhermetic override — full model request/response payloads escaping the\nper-case state root. Fall back to NIXMAC_APP_DATA_DIR before the real\nlocation; an explicit NIXMAC_COMPLETION_LOG_DIR still wins.\n\n* feat(eval): resolve provider arguments from the environment\n\nBackend flags now fall back to env vars when not passed:\n--vllm-url ← VLLM_URL/VLLM_API_BASE, --vllm-api-key ← VLLM_API_KEY,\n--ollama-url ← OLLAMA_URL/OLLAMA_API_BASE, --evolve-model ←\nEVOLVE_MODEL, --summary-model ← SUMMARY_MODEL (matching the env names\nthe nixmac binary itself understands). Explicit flags always win; when\nboth backends are set in the environment, vLLM is preferred with a\nwarning explaining how to override. Every env-sourced value is\nannounced so a run's configuration is never a mystery.\n\nWith VLLM_URL/VLLM_API_KEY exported, a full evaluation is now just\n'nixmac-eval all --csv data/test_prompts.csv'.\n\n* fix(native): gate PathBuf import to debug builds\n\nThe hermetic secrets change ungated the import, but only the\ndebug-only dev_secret_cache_path names PathBuf explicitly - release\nbuilds (which deny unused imports) failed in CI while local dev-profile\nchecks passed.",
"timestamp": "2026-07-19T14:15:53Z",
"author": {
"name": "Juanpe Bolívar",
"email": "raskolnikov@gnu.org"
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