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Implement openai + instructor behind LLMProvider. Add timeout, retry, and schema validation behavior.
phase-5

Convert RawItem into structured Job output. Handle parse success, partial success, and failure explicitly.
phase-5

Summary Restore backward compatibility by making level optional (default routine), reordering it after url, and emitting a DeprecationWarning when it is omitted. Release as v2.1.0. This un-breaks every ...

Finalize the practical MVP Job schema. Distinguish required vs optional fields.
phase-5

Persist why an item/job was marked as duplicate.
phase-4

Start: 2026-06-06 11:30 UTC Lane: Lane 16 -- Phase 1 hardening gates Bounded objective: harden the existing zigux/tests/phase1_bench_live_check_workflow_contract_build.zig standalone wrapper so plain ...

Detect duplicates across Telegram and career-site sources.
phase-4

Task Implement v0.13.0c Server-Only Local Engine Adapter with Timeout Fallback. This is the first code implementation slice for the local KataGo engine path. The adapter must be server-only, optional, ...

Add fuzzy dedup with rapidfuzz for reposts and edited duplicates.
phase-4

Dedup by canonical URL and normalized text/title/company signals.
phase-4
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