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Keep jobs in the target niche: LLM, AI PM, MLOps, AgentOps, AI Infra, related roles.
phase-6
https://discord.com/channels/806885678201831424/869321585406930994/1512773230283194409
bug
Enforce minimum viable usefulness for emitted jobs.
phase-6
layer:dto
service:auth-service
status:done
Maintain a real-world extraction sample set for regression and manual scoring.
phase-5
Preserve useful partial jobs instead of losing the full item.
phase-5
Parent
#1
What to build
Build the first end-to-end backend tracer for MVP0: seed a Mongo-backed Altis dataset and serve the holding-company
monthly dashboard from precomputed period documents. This ...
Validate extracted jobs after parsing. Reject or downgrade low-quality results.
phase-5
Context
F2 (`scripts/checks/check_no_env_monkeypatch.py`) forbids `monkeypatch.setenv(\ KAIRIX_\ , ...)` and
`monkeypatch.delenv(\ KAIRIX_\ )` in tests. The rationale is sound: production-state env mutation ...
enhancement
Implement openai + instructor behind LLMProvider. Add timeout, retry, and schema validation behavior.
phase-5

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