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"typed": 0.30000000000000004 } } ] } ] }, { "id": "episodic-incident-thread", "title": "Episodic incident threads should recall the decisive fix", "dimensions": [ "episodic", "retrieval-aware", "interference" ], "eventCount": 4, "probeCount": 2, "skippedCount": 0, "aborted": false, "observeFailures": [], "observeLatencyMs": { "avg": 0.0076750000000007645, "p50": 0.006399999999999295, "p95": 0.01180000000000092, "max": 0.01180000000000092 }, "recallLatencyMs": { "avg": 0.04989999999999739, "p50": 0.04679999999999751, "p95": 0.05299999999999727, "max": 0.05299999999999727 }, "score": 0.7162178078594363, "probes": [ { "id": "incident-root-cause", "kind": "recall", "query": "What caused the checkout webhook incident?", "requires": [], "latencyMs": 0.04679999999999751, "scoring": { "kind": "recall", "score": 0.6930929753571458, "hitRate": 1, "precision": 0.25, "recall": 1, "mrr": 0.5, "ndcg": 0.6309297535714575, "answerQuality": 1, "contaminationPenalty": 0.25, "matched": [ 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"repopulse-trace-contract", "audrey-benchmark-gate", "termivibe-first-contact" ] }, "recalls": [ { "id": "repopulse-trace-contract", "score": 0.3776378166780077, "type": "semantic", "content": "RepoPulse retrieval traces record pipeline_version, stage records, candidate chunk ids, and dense rerank boundaries.", "diagnostics": { "semantic": 0.36202837994183873, "lexical": 0.19047619047619047, "recency": 1, "typed": 0 } }, { "id": "audrey-benchmark-gate", "score": 0.0616, "type": "procedural", "content": "Audrey release validation includes build, typecheck, benchmark gate, doctor, demo, pack dry-run, and host smoke coverage.", "diagnostics": { "semantic": 0, "lexical": 0, "recency": 1, "typed": 0 } }, { "id": "termivibe-first-contact", "score": 0.057999999999999996, "type": "procedural", "content": "TermiVibe first contact validation should cover config precedence, typed mode, no wake word mode, and telemetry persistence.", "diagnostics": { "semantic": 0, "lexical": 0, "recency": 1, "typed": 0 } } ] } ] } ], "aggregate": { "score": 0.7269410738845022, "hitRate": 1, "precision": 0.34523809523809523, "recall": 1, "mrr": 0.7857142857142857, "ndcg": 0.8507551301085979, "contaminationPenalty": 0.4523809523809524, "skippedCount": 0, "observeLatencyMs": { "avg": 0.01014114583333303, "p50": 0.007899999999999352, "p95": 0.024399999999999977, "max": 0.024399999999999977 }, "recallLatencyMs": { "avg": 0.09599999999999957, "p50": 0.05100000000000193, "p95": 0.25030000000000285, "max": 0.25030000000000285 } } }, { "name": "audrey-http", "kind": "external", "scenarios": [ { "id": "typed-profile-updates", "title": "Typed profile updates should prefer current beliefs", "dimensions": [ "typed", "semantic", "interference" ], "eventCount": 4, "probeCount": 2, "skippedCount": 0, "aborted": false, "observeFailures": [], "observeLatencyMs": { "avg": 4.516975000000004, "p50": 2.8907999999999987, "p95": 9.737699999999997, "max": 9.737699999999997 }, "recallLatencyMs": { "avg": 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"maya-workspace-old", "maya-workspace-current" ], "returned": [ "maya-pref-morning", "maya-workspace-old", "maya-workspace-current" ] }, "recalls": [ { "id": "maya-pref-morning", "score": 0.06382354673792104, "type": "episodic", "content": "Maya prefers morning async notes before any meeting-heavy work.", "diagnostics": { "confidence": 1, "contextMatch": 1, "lexicalCoverage": 0.4, "createdAt": "2026-05-01T04:38:49.807Z" } }, { "id": "maya-workspace-old", "score": 0.0407144058135248, "type": "episodic", "content": "Maya's active workspace used to be Atlas for the onboarding sprint.", "diagnostics": { "confidence": 1, "contextMatch": 1, "lexicalCoverage": 0.2, "createdAt": "2026-05-01T04:38:49.812Z" } }, { "id": "maya-workspace-current", "score": -0.020920436912112764, "type": "episodic", "content": "Maya changed her active workspace from Atlas to Aurora after the onboarding sprint ended.", "diagnostics": { "confidence": 1, "contextMatch": 1, "lexicalCoverage": 0.2, "createdAt": "2026-05-01T04:38:49.818Z" } } ] } ] }, { "id": "episodic-incident-thread", "title": "Episodic incident threads should recall the decisive fix", "dimensions": [ "episodic", "retrieval-aware", "interference" ], "eventCount": 4, "probeCount": 2, "skippedCount": 0, "aborted": false, "observeFailures": [], "observeLatencyMs": { "avg": 1.7723750000000038, "p50": 1.7335999999999956, "p95": 1.887900000000002, "max": 1.887900000000002 }, "recallLatencyMs": { "avg": 1.5840499999999977, "p50": 1.4142999999999972, "p95": 1.7537999999999982, "max": 1.7537999999999982 }, "score": 0.6840798743940263, "probes": [ { "id": "incident-root-cause", "kind": "recall", "query": "What caused the checkout webhook incident?", "requires": [], "latencyMs": 1.7537999999999982, "scoring": { "kind": "recall", "score": 0.6330676558073394, "hitRate": 1, "precision": 0.25, "recall": 1, "mrr": 0.25, "ndcg": 0.43067655807339306, "answerQuality": 1, "contaminationPenalty": 0.25, "matched": [ "webhook-root-cause" ], "forbidden": [ "email-distractor" ], "returned": [ "email-distractor", "stripe-alert", "webhook-fix", "webhook-root-cause" ] }, "recalls": [ { "id": "email-distractor", "score": 0.015489028473779112, "type": "episodic", "content": "Email delivery retries also increased that week because the sandbox SMTP account throttled newsletter tests.", "diagnostics": { "confidence": 0.9986599991775753, "contextMatch": 1, "lexicalCoverage": 0, "createdAt": "2026-05-01T04:38:49.830Z" } }, { "id": "stripe-alert", "score": -0.045529915055920994, "type": "episodic", "content": "The checkout incident began with Stripe webhook retries after deploy 842.", "diagnostics": { "confidence": 1, "contextMatch": 1, "lexicalCoverage": 0.75, "createdAt": "2026-05-01T04:38:49.826Z" } }, { "id": "webhook-fix", "score": -0.04820182853274875, "type": "episodic", "content": "The durable checkout fix is to rotate the Stripe webhook secret, update production env, redeploy, and replay failed events.", "diagnostics": { "confidence": 1, "contextMatch": 1, "lexicalCoverage": 0.5, "createdAt": "2026-05-01T04:38:49.831Z" } }, { "id": "webhook-root-cause", "score": -0.15049575567245485, "type": "episodic", "content": "Root cause for the checkout incident was a rotated webhook secret missing from production environment variables.", "diagnostics": { "confidence": 1, "contextMatch": 1, "lexicalCoverage": 0.75, "createdAt": "2026-05-01T04:38:49.828Z" } } ] }, { "id": "incident-durable-fix", "kind": "recall", "query": "What should we do to stop Stripe checkout retries after webhook failures?", "requires": [], "latencyMs": 1.4142999999999972, "scoring": { "kind": "recall", "score": 0.7350920929807132, "hitRate": 1, "precision": 0.5, "recall": 1, "mrr": 0.5, "ndcg": 0.6509209298071326, "answerQuality": 1, "contaminationPenalty": 0.25, "matched": [ "webhook-root-cause", "webhook-fix" ], "forbidden": [ "email-distractor" ], "returned": [ "stripe-alert", "webhook-root-cause", "email-distractor", "webhook-fix" ] }, "recalls": [ { "id": "stripe-alert", "score": 0.08192584690500478, "type": "episodic", "content": "The checkout incident began with Stripe webhook retries after deploy 842.", "diagnostics": { "confidence": 1, "contextMatch": 1, "lexicalCoverage": 0.625, "createdAt": "2026-05-01T04:38:49.826Z" } }, { "id": "webhook-root-cause", "score": 0.04019357446701296, "type": "episodic", "content": "Root cause for the checkout incident was a rotated webhook secret missing from production environment variables.", "diagnostics": { "confidence": 1, "contextMatch": 1, "lexicalCoverage": 0.25, "createdAt": "2026-05-01T04:38:49.828Z" } }, { "id": "email-distractor", "score": 0.037672934557405606, "type": "episodic", "content": "Email delivery retries also increased that week because the sandbox SMTP account throttled newsletter tests.", "diagnostics": { "confidence": 0.9986599986292923, "contextMatch": 1, "lexicalCoverage": 0.125, "createdAt": "2026-05-01T04:38:49.830Z" } }, { "id": "webhook-fix", "score": 0.009061062335968017, "type": "episodic", "content": "The durable checkout fix is to rotate the Stripe webhook secret, update production env, redeploy, and replay failed events.", "diagnostics": { "confidence": 1, "contextMatch": 1, "lexicalCoverage": 0.375, "createdAt": "2026-05-01T04:38:49.831Z" } } ] } ] }, { "id": "decay-vs-salience", "title": "Decay should not erase old high-salience constraints", "dimensions": [ "decay", "salience", "semantic" ], "eventCount": 3, "probeCount": 1, "skippedCount": 0, "aborted": false, "observeFailures": [], "observeLatencyMs": { "avg": 1.511833333333333, "p50": 1.5648000000000053, "p95": 1.6718000000000046, "max": 1.6718000000000046 }, "recallLatencyMs": { "avg": 1.4248999999999938, "p50": 1.4248999999999938, "p95": 1.4248999999999938, "max": 1.4248999999999938 }, "score": 0.6830929753571456, "probes": [ { "id": "auth-invariant", "kind": "recall", "query": "What launch rule matters most for admin authentication failures?", "requires": [], 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0.42857142857142855, "createdAt": "2026-05-01T04:38:49.836Z" } }, { "id": "auth-css-polish", "score": -0.0487348221949951, "type": "episodic", "content": "The admin login button received a small visual polish pass with tighter spacing and calmer border colors.", "diagnostics": { "confidence": 0.8141249993295452, "contextMatch": 1, "lexicalCoverage": 0.14285714285714285, "createdAt": "2026-05-01T04:38:49.838Z" } } ] } ] }, { "id": "retrieval-context-routing", "title": "Retrieval context should separate similar facts across projects", "dimensions": [ "context", "retrieval-aware", "semantic" ], "eventCount": 3, "probeCount": 2, "skippedCount": 0, "aborted": false, "observeFailures": [], "observeLatencyMs": { "avg": 1.3680666666666639, "p50": 1.3563999999999936, "p95": 1.4235999999999933, "max": 1.4235999999999933 }, "recallLatencyMs": { "avg": 1.3824499999999986, "p50": 1.3577999999999975, "p95": 1.4070999999999998, "max": 1.4070999999999998 }, "score": 0.5797596420238124, "probes": [ { 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