fcd4e2cce5
Live-verified against the backend API: 13/20 top stories are 5+ days old by firstSeenAt but still score 90+. Freshness decays from lastUpdatedAt (cluster last touched) instead of the actual news event age, and it compounds with the known over-clustering bug (#2) — tangential articles keep attaching to old clusters, resetting their clock indefinitely. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
86 lines
5.4 KiB
Markdown
86 lines
5.4 KiB
Markdown
# Backlog & status
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Source-of-truth tracker. The Gitea issue tracker is currently **empty (0 issues)** —
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run `scripts/create-issues.sh` with a token to populate it. `[client]` = iOS,
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`[backend]` = the platform service on the Docker host, `[ci]` = build/test.
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Status: 🔴 open · 🟡 mitigated client-side (real fix still pending) · 🟢 done.
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## Backend — data quality (highest priority)
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1. 🟡 **[backend] F1 mis-classified into tech/finance/politics.** No sport category, so
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F1 (100% F1 sources) scatters across topics: "Monaco Grand Prix…" → `tech`,
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"F1 reports 35% CO2…" → `finance`, "McLaren launch appeal…" → `politics`. Add a
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`sport`/`f1` topic and route motorsport sources there.
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*Client mitigation shipped:* F1 pill matches clear F1 headlines + a majority of F1
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sources, and F1 is excluded from All/Tech/Finance. Backend still mis-tags.
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2. 🔴 **[backend] Catastrophic over-clustering — unrelated articles merged on a single
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shared word.** Newly confirmed on-device: a story merged a Russian-film-director
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article + "Who's afraid of **Michael Jackson**?" + "Chelsea **Jackson** Roberts"
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(wellness) — grouped on the surname *Jackson*. Another merged "Gunfire at Niger
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**airport**" + "L.A. County Whiteman **Airport** crash" + "**Niger** fintech". Result:
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wrong headline, summary, topic, and inflated signal. **Raise the TF-IDF threshold hard
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(~0.22 → 0.45–0.55) and require multiple shared distinctive terms / named-entity
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overlap, with a tight time window. If still over-merging, move to sentence embeddings
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(all-MiniLM-L6-v2, cosine ≥ ~0.6).** Make canonical headline + summary come from the
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same representative article. *No client fix is possible — the story object itself is
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wrong.*
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3. 🔴 **[backend] Add accurate per-story tags (topic + region).** So the client can read
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tags (sport, uganda, south-africa, …) instead of keyword-guessing. Unblocks #6.
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4. 🔴 **[backend] Topic-classifier coverage for the 47 feeds.** science/world/tech mapping.
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15. 🔴 **[backend] Freshness score decays from `lastUpdatedAt` (cluster last touched), not
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from the actual news event age — old stories never leave the top of the feed.**
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Confirmed live on `/api/v1/stories`: 13 of the top 20 stories are 5+ days old by
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`firstSeenAt` but still score 90+; the #1 story (`story_511c67eb064d`) has
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`firstSeenAt: 2026-06-17`, `lastUpdatedAt: 2026-07-09` (21 days later), `freshnessScore:
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1.0`, signal 100. Compounds with #2 (over-clustering): a loose cluster keeps absorbing
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tangential articles indefinitely (this story's timeline includes "Security forces ready
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for June 30 marches: Ramaphosa" — unrelated to the football story it's attached to),
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each attachment resets `lastUpdatedAt` to now, so the cluster's clock never runs out and
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its canonical headline drifts to whatever was clustered last (list view showed "South
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Africa stun South Korea…"; story detail showed "Updated FIFA rankings after Bafana
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Bafana exit" for the *same* `story_id`). **Fix: decay freshness from `firstSeenAt` (or
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the newest article whose relevance to the cluster core is verified), not from
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"last touched."** Tightening the TF-IDF threshold in #2 should also reduce how often
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unrelated articles keep a stale cluster's clock alive. *No client fix possible — the
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story object's freshness field itself is wrong before it reaches the app.*
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## Backend — features
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5. 🔴 **[backend] Server-side push for breaking alerts (APNs or ntfy).** For
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breaking-story notifications while the app is closed. Client does local notifications +
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background refresh only.
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## Client
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6. 🔴 **[client] Move interest filters server-side once tags (#3) exist.** Today's pills
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are client-side keyword/headline matches on loaded stories. *Refined since:* regions
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match headline-only (no polluted summaries/outlets), regions exclusive, F1 by source
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majority, East Africa removed.
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7. 🔴 **[client] SSID-based trusted networks.** Needs Access WiFi Information entitlement
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(device + paid account). Approximated by LAN reachability today.
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8. 🔴 **[client] Optional in-app WireGuard tunnel.** NetworkExtension; entitlement + device. Deferred.
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9. 🔴 **[client] App icon + launch assets.** `AppIcon` is an empty placeholder.
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10. 🔴 **[client] Flesh out Latest / Search tabs.** Saved is now bookmarks; Latest/Search
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still minimal.
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11. 🔴 **[client] Verify hero image loading.** `AsyncImage` vs real feed `imageUrl`s.
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12. 🔴 **[client] Offline-first polish.** Pre-cache top stories.
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## CI
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13. 🔴 **[ci] Add unit/UI tests + a test matrix leg.** Build matrix compiles, runs no tests.
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14. 🔴 **[ci] Backend CI build matrix.** Python 3.11–3.13 + lint + Docker build/health probe.
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---
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## 🟢 Shipped
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Signal feed + detail + reader + feed manager · LAN⇄Tailscale connectivity · notifications
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(morning/evening briefings + breaking alerts) with Open-Meteo weather · device code signing
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· feed resilience (no blank-on-refresh, ignore `cancelled`, coalesced WS refresh) · clearer
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empty states (polling / unreachable+host / offline / caught-up) · deterministic feed order ·
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6-line summary preview · pinned filters (F1 split out, regions exclusive & headline-matched,
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Finance/Tech by topic) · swipe actions (short→Save / long→Mark read, right→Share) ·
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read/seen handling (seen-tracking with per-load snapshot, read stories collapse into a
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"Read" shelf with compact rows, "all caught up" state).
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