Commit Graph
2 Commits
Author SHA1 Message Date
bvandeusenandClaude Opus 5.5 6028d78844 docs: migration headers keep the before and after, without ids, quotes or one library's numbers (#6277)
release / govulncheck (push) Successful in 17s
release / web (push) Successful in 1m33s
release / go (push) Successful in 1m49s
release / integration (push) Successful in 5m42s
release / android (push) Successful in 5m59s
release / Build signed APK (releases and dev) (push) Successful in 6m9s
release / Attach APK to the Release (tag releases only) (push) Skipped
release / Build + push container image (push) Successful in 16s
release / Verify release artifacts (tag releases only) (push) Skipped
Applies rule 32's migration exception: each header still says what the
schema was, what changes and what it prevents, but task, milestone,
decision and rule ids are replaced by the practice they stood for, the
operator quotes by the decision, single-install counts are dropped, and
pointers to a deleted package and an external design doc are gone.
golang-migrate keeps no checksum, so editing applied migrations'
comments is safe.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-23 12:34:39 -04:00
bvandeusen 7226dab9ff feat(discover): taste-targeted novelty bucket + rebalance toward discovery
test-go / test (push) Successful in 30s
test-go / integration (push) Successful in 4m38s
The 2-week metrics review found Discover beating the manual baseline on
skip rate — which for a discovery surface means it plays it safe. On a
single-user server it's effectively dormant + crude-random, and the
per-user taste profile (taste_profile_tags, #796) went unused (#1254 gap).

Add a fourth Discover candidate bucket, ListTasteUnheardTracksForDiscover:
unheard / non-liked / non-quarantined tracks ranked by summed taste-tag
weight over tracks.genre (split like the radio tag_overlap arm), md5
tiebreak. Its picks are stamped pick_kind = 'taste_unheard' (migration
0041 widens the CHECK on playlist_tracks + play_events, rule #36).

Rebalance the slot allocation 40/30/30 → taste_unheard 35 / dormant 30 /
cross_user 20 / random 15, and lead the interleave with taste_unheard so
a track shared with another bucket keeps the taste stamp and the
targeted-novelty arm stays measurable. Metrics label "Taste-matched" +
order entry added to the single server-side pickKindLabels map, so web
and Android surface the new breakdown row with no client change.

Cold start (empty taste_profile_tags) yields an empty taste bucket that
redistributes to the survivors, so Discover still fills.

Scribe #1488. Companion review outcomes: Songs-like starvation already
fixed (#1255); For You v2 ratified as-is (fresh-injection cost disproven).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-13 18:16:04 -04:00