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README: full project documentation
ci
#30:
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README: clarify a fresh clone needs keys (empty DB); seed is planned
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#29:
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Clean up run error messages shown in the UI
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#28:
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Design: clarify proactivity (in-run gap check, proactive discovery, a…
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Phase 7: README, design doc, example transcripts
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#26:
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Don't learn keyword-bound rec types (track_rank, target_keyword): not…
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Run history from Mongo: Audit page shows latest run + clickable histo…
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Separate B's learning from its audit: audit identical to A, learn via…
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#23:
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User runs read-only: B applies playbook but learns only in background…
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Silence httpx logs (SERP key leaked into logs); lighten background ba…
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Use Sonnet for agents (faster, cheaper); overridable via AGENT_MODEL
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Lift audit form state to App so it survives tab switches
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Memory UI: split playbook and diary into two independently scrollable…
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Show B's diary (raw observations) in Memory panel so learning is visi…
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Async runs via priority queue: user jobs HIGH, background learning LO…
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#16:
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Bounded discovery: B explores seed topics via SERP, probes fetchabili…
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Seeding is automatic: scheduler grows B's memory in background (no bu…
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Idle seed-list loop: curated jobs grow B's memory; manual trigger + g…
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Memory v3: structured (page_kind, rec_type, target) key, 3-run promot…
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Degrade gracefully on blocked page: SERP-only audit + clean note, no 502
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#11:
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Memory confidence: agent self-scores 0-100, janitor takes recency-wei…
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B learns on every live run; janitor consolidates after each audit
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Memory v2: LLM-proposed tags, 0-100% confidence buckets, provenance/c…
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Fix live-run crash: pre-fetch + graceful 502 for blocked/unreachable …
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Real-page audit: live POST /api/run, UA fix, UI pivot, memory endpoin…
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