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b0eda32575 |
refactor(models): one iso() for every to_dict timestamp; mixins replace hand-rolled created_at/updated_at (#2827, milestone 296 area 3)
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Reading all 28 models against each other: 54 `x.isoformat() if x else None` / `x.isoformat()` expressions in 23 to_dict methods, in two guarded/unguarded wordings, become iso() from models/base.py — uniform, and a row read before flush serialises as null instead of raising. Rulebook / RulebookTopic / Rule carried byte-identical copies of TimestampMixin's two columns; InvitationToken / PasswordResetToken / NoteUsageEvent carried CreatedAtMixin's — all six now use the mixin. AppLog and RetrievalLog keep their explicit created_at, commented: their composite index orders on `created_at.desc()`, which needs the column object in the class body. Schema-neutral (same column definitions) — no migration. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> |
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c18139622c |
fix(telemetry): the human half of the pull ledger recorded one kind in three
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Opening a snippet in the UI recorded rest_snippet. Opening a note or a task recorded nothing — so the most direct evidence the product has that anyone cares about a record existed for one kind out of three, and the other two sat at zero pulls looking like dead weight beside a kind that merely had a counter. Not an open question about intent: models/note_usage.py already documented 'rest_note' as a source value. Nothing wrote it. The design named it and the implementation stopped at snippets. Adds rest_note and rest_task. Tagged by SURFACE rather than by the record's kind, matching rest_snippet — the kind is a join away, but which surface asked is not recoverable after the fact. The mcp_/rest_ split stays load-bearing: "is this dead weight" is served by any pull, "was that injected line useful" by agent pulls alone, and a human clicking a link would inflate exactly the number #1038 and #2085 gate on. The vocabulary comment in the model was itself the stale-enumeration shape this survey keeps finding — it named a source nothing wrote while omitting sources that existed. Replaced with the naming CONVENTION plus a pointer to grep, which cannot drift, rather than a longer list that would go stale the same way. Guard extended to the REST surface, same derivation as the MCP half: a route registered at exactly /<int:x> for GET is a detail view, and one reaching a note-backed loader must record. Handler source is expanded one level through module-private helpers, without which get_snippet_route — the route that already got this right — would drop out of the check by loading via _load_snippet. Verified the guard fires when a call is removed. Renamed test_mcp_pull_telemetry.py -> test_pull_telemetry.py; it is no longer only about MCP. Closes #2476 |
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2b85443dd1 |
feat(snippets): usage signal — was a surfaced record ever actually pulled?
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retrieval_logs answers "what did the ranker return, at what scores" — the right substrate for tuning a threshold. It cannot answer the question the snippet corpus actually needs: did anyone open this? A snippet nobody opens is not neutral. It takes a slot in every future auto-inject menu and crowds out something useful. Adds note_usage_events (migration 0071): one row per note per event, either 'surfaced' (we put its title in front of an agent) or 'pulled' (someone opened it in full), tagged with which surface produced it. Closes the gap #2082 recorded against this work. The write-path PLACE arm carries no score, so it has no home in retrieval_logs — folding it in would corrupt the score distribution that table exists to capture. The result was that the arm firing on the STRONGEST claim ("there is already a canonical helper in this exact file") was the one arm nobody could measure. Both arms now emit usage events under distinct sources, so their pull-through rates are finally comparable. Deliberate departures from the task as written: - Not in-session correlation. The original framing was "correlate result_ids against a later get_note in the same session." There is no session identity server-side — the MCP endpoint is stateless and the hooks send no session id — and adding one would mean threading an opaque client-supplied token through every read path. Two independent counters answer the question without it: surfaced 40×, pulled 0 is dead weight regardless of how those events distribute across sessions. - Pulls record at the ENTRY POINTS (MCP tools, REST detail route), not in snippets_svc.get_snippet, which update and merge also reach. Counting those would inflate precisely the number meant to say "someone chose to look at this." - get_note records for every note kind, not just snippets. The auto-inject menu surfaces tasks and processes too; scoping this to snippets would pin those at zero pulls forever and make them read as dead weight next to snippets that merely had a counter. Surfaced in the Snippets list as an "N/M used" badge, warning-toned once a record has been offered 3+ times and never opened, with the tooltip saying what to do about it (usually: its "when to reach for it" doesn't say when). No badge at all below one surfacing — "0/0" reads as a verdict when it's an absence of evidence. Also returned from MCP list_snippets so the agent can see dead weight without opening the UI. Telemetry keeps the retrieval_telemetry contract throughout: writes are fire-and-forget, reads degrade to zeroes, and no path can raise into the surface it observes. Refs #2085 Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01UaYUaouG9jjhATyuxCKrQs |