Engine: signal-weighted India stack + cursorless pool + honest-card hardening
Boards (signal-weighted, ~150/sweep):
- Add TimesJobs (shahidirfan) — richest board: skills+salary+experience+offsite. Build/normalize +
register; legacy city alias (New Delhi→Delhi, Bengaluru→Bangalore, Gurugram→Gurgaon) — verified live
it returns 0 for "New Delhi", 35 for "Delhi".
- Swap LinkedIn harvestapi → curious_coder (structured industry/jobFunction/applicants); harvestapi kept
registered as linkedin_v1 fallback.
- Drop Indeed from enabled (0% skills, redundant). Budgets: Foundit 40, TimesJobs 35, Naukri 30,
LinkedIn 30, WorkIndia 15.
Pool — cursorless freshness + safety:
- REMOVE pagination/cursors: curious_coder only honors start=0 (start>0 → empty), proven; the rest are
date feeds. Freshness now = boards' date-sort + the per-user seen-net + pool_save id-dedup.
- Exhaustion guard: a refill adding < POOL_MIN_NEW_PER_REFILL new jobs flags the (user,query) exhausted →
the gate relaxes the floor instead of block-fetching dupes (makes the 100/90 floor safe on niche queries).
- Storage cap: pool_save trims beyond POOL_MAX_PER_QUERY freshest (kills DB swell). 72h TTL verified.
- Thresholds 100/90 (deep pool, pay-for-volume).
Scoring / cards:
- Evidence-based fallback prose: when Haiku's cards stage gives nothing, the card uses Opus's REAL
dimension notes (not a generic "Strong on X") + coverage logging + generic salvage parser.
- "Skills & requirements" → "Skills fit" (consistent dimension labels).
Bug fixes:
- mark_seen dedups ids (was CardinalityViolationError on a duplicate id in one batch).
Tests: deep stack contracts + committed board-sample fixture (no cache-pollution flakiness) + offline
e2e + opt-in live e2e. 64 pass.
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