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FilamentOps release notes focused on user-facing changes and practical improvements. Current release channel: Beta.
unknown output when evidence is weak.npm run diagnosis:eval and npm run diagnosis:eval:strict.DIAGNOSIS_VISION_PROVIDER=auto failover mode (OpenAI/Gemini order configurable), with provider-specific model/key/base env controls.auto mode, and Gemini JSON parsing was made more resilient (schema + fenced/string JSON extraction + better parse diagnostics).diagnosisCalibration.json (generated from eval reports), replacing fixed confidence thresholds with per-issue calibrated bands.npm run diagnosis:data:validate), trusted-source crawler staging importer (npm run diagnosis:data:import), eval-driven calibration builder (npm run diagnosis:calibration:build), and automated coverage-gap reporting (npm run diagnosis:data:coverage).npm run diagnosis:data:pipeline to upgrade metadata, validate JSON schemas, run eval, rebuild calibration, and emit coverage gaps.npm run diagnosis:local-model:train) and versioned localPhotoModelWeights.json.data/vendors/<vendor>/market/ for easier integration.