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notification manager for bsky noti.waow.tech

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noti / docs

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zzstoatzz channel: coarsen rec key to actionable state (perf) 6w ago

design-discussion

channel: coarsen rec key to actionable state (perf)

1 month ago

Durable actor candidates as a read-only projection (durable-recs stage B) Proves the evidence engine can rank actors worth a recommendation look from durable evidence alone, independent of the unread inbox. No recommendation behavior changes — ensureRecommendationJob, the prompt, and suggestion creation are untouched. - src/candidates.ts (pure, no IO): ActorEvidence/ActorCandidate + scoreCandidate/ rankCandidates. Deterministic, explainable, intentionally untuned — recent direct interaction > noisy subscriptions > labels; list membership is context not score; blocked actors score 0 and drop out. - UserGraph.recommendationCandidates(limit): read-only join over notification rollups + viewer.*/label.*/list.member features + aliases, assembled per actor and handed to the pure ranker. No network, no LLM. - /me: a "candidate signals" panel (actor · score · reasons), marked not-yet-acted-on. Review question for real data: are the candidates plausible on a live account? Scoring is one pure function to adjust if not. Note: user-graph.ts crossed 800 lines — a standalone extraction of the backfill surface is recommended before stage D (flagged in the handoff). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

1 month ago

2026-05-29-durable-graph.md

channel: coarsen rec key to actionable state (perf)

1 month ago

2026-05-31-firehose-ingestion.md

Firehose plan: elevate resumable backfill checkpoint as the load-bearing piece Per Codex: a live stream is the changelog, not state — listening from-now leaves a DID's set incomplete forever, so live events can only be authoritative for a collection after a baseline backfill. Adds the pds_backfill_job checkpoint schema (in UserGraph, not the PDS — our evidence is app-local/derived) + the bounded, resumable alarm loop, and reorders the build so backfill comes before live-as-truth. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

1 month ago