Popular repositories Loading

1. FaciesClassificationWeakStrongSupervision FaciesClassificationWeakStrongSupervision Public

2. freeze-and-swap freeze-and-swap Public

   Contract-first, cross-model build loop. Contracts are frozen before anything downstream is written; authorship swaps around the freeze so whoever wrote an artifact never grades it.

   Python

3. ping-from-the-chandelier ping-from-the-chandelier Public

   Self-improving agents in practice: a PTO approver agent that SIA Foundry measures, diagnoses and patches on its own. Built at the AWS × SIA hackathon — 21-case eval suite with planted policy defect…

   Python

4. bibliograph bibliograph Public

   Turns one question about the scientific literature into a machine-readable knowledge graph of quoted findings, scored links and gaps. Deployed Claude Managed Agent.

   Python

5. self-improving-agents-synthesis self-improving-agents-synthesis Public

   A synthesis of Stanford CS329A (Self-Improving AI Agents): all 9 lectures and 35 papers worked into one argument, with a validated knowledge graph and an audio course.

   Python