Technical Program Manager edition
SkillShift

Tech news, checked against what job postings actually ask for.

Live mode

Run live

Paste one new article. It goes through the same Filter, Shift Extraction, and Verification agents as the offline pipeline, then the Signal Scorer shows how the matrix would move. Nothing is saved.

Runs a vague opinion piece with no real skill evidence and shows why nothing from it is published. Precomputed for demo, so no API call is made.

  1. Ingest code waiting

  2. Filter LLM waiting

  3. Shift Extraction LLM waiting

  4. Verification LLM waiting

  5. Signal Scorer code waiting