The code cited its plan instead of saying why: `E28 review J4`, `(R6 S3b)`, `S1 justified…`,
`deep-review round 5`. That plan lives in the private ops repo, so for every reader of this one the
citation was noise, and a sentence whose subject was the plan step ("round 2 showed…") hid its
lesson behind an id. Each one is gone and the "why" kept: a bare citation is deleted, a sentence
carrying a lesson is reworded around it ("a later attempt showed…").
Measured (`scripts/audit_metrics.py`, product code): 652 lines in 270 files carried an epic code by
the definition the next commit holds (507 / 241 by the old, two-digit-only one) -> 0. Across all
code, tests, scripts and configs: ~1100 epic-code lines plus ~320 sprint/round ids.
Behaviour unchanged, checked mechanically: every changed .py file has the same AST once docstrings
are blanked; css/sh/toml/yml/json files are identical once comments are stripped; the only
non-comment changes in TS/JS are test titles, one description string in a contract table, and five
ESLint messages, whose text is all the gates snapshot diff holds. Not touched: Markdown (docs and
the changelog keep their history), Alembic migrations, TV episode notation (`S2 · E5`), DESIGN.md
ids (`C1`, `B4`, `S3h`), tracker ids (`SEC-16`, `DX-17`).
One stale claim fixed on the way: test_hls_reaper's docstring said the player checkpoints "every
10 s whether or not it is playing", which plex/stream.py calls wrong; it now says what the code does.
- warm_portraits: only 404/410 mark a headshot dead (measured: Plex answers a dead CDN file 404);
a refused token or a 5xx is Plex failing, ends the run after three in a row and marks nothing.
'failed' counts every failure, not only the current streak.
- is_portrait_url: plain path segments only — no dot or empty segment an HTTP client folds onto
one file; person_thumb_url uses the same predicate (27 852 stored headshots all pass).
- Tests: Plex refusing (401/403/429/5xx), failures between successes (portraits and bios), the kept
original served from cache, the audit_clear / demo_reset / discovery_purge rows' counts as data,
and the 0094 backfill on real rows.
- people_enrich: a failed TMDB lookup or a dead headshot is skipped, not the end of the run (a dead
file is marked and left for a week; three failures in a row end it); portraits wait for the Plex
module switch; a no-Plex original keeps its own cache key, so the resize still replaces it; the job
entry lives in the plex domain (run_people_enrich)
- person-image takes only a headshot-shaped CDN url (no query variants of one file)
- every synced row gets Hungarian genres, and a HU genre filter matches the word as picked too;
migration 0094 fills the rows no overlay reached
- a job run's audit row carries its result as data; audit_clear / demo_reset store their counts
- one credit-column list for the prune and the enrichment order; _overlay_pass typed
- tests: batch skip + stop, HU bio stored, dead headshots, module switch, the person-image route,
the job body, genre filter + facet write + twin fallback, tagline/summary fallbacks, audit data,
the reader's alphabet at every remaining collated() call site
A person's TMDB bio was fetched only when their page was first opened, off the request path, so the first
open showed no bio and the page never asked again (2 of 18,202 linked people were ever enriched).
- people_enrich scheduler job (every 10 min, 300 per run): linked people's bios from TMDB and their
portraits into the image cache, the most-credited people first. A failed TMDB lookup ends the batch.
- Portraits are resized through Plex's photo transcoder to a 320 box (~15 KB instead of ~170 KB; the
person-image proxy uses the same cache key, and a full-size original is removed as its small twin lands).
- The person response says `enriching` while a bio is on its way (a person the job hasn't reached yet).
- "Known for" is ranked by vote count, without guest visits as themselves (talk shows had crowded out the
films: Tom Cruise had 14 of 15), with directed works, from a 40-deep pool; the page shows up to 15.
Migration 0093 un-stamps enriched people so the job refetches them.
- A phased job result (backfill, people_enrich) now counts as a change for the audit trail; before, an
automatic backfill run that added videos was never audited.
- HU: the watch reconcile job reads "egyeztetés" (a leftover from the S5 sweep).
peter