Build and run agents you can see, understand and trust.
MLforge
The agent that reads its own mistakes — a self-diagnosing, self-improving ML loop (Weave · W&B Inference · TypeSafe · marimo · ARIA). CoreWeave Hacks 2026.
Project facts
- Relationship to Jev
- Jev application
- Evidence
- Documented
- Language
- Python
- License
- Not reported; check the repository
- Origin
- Original repository
- Repository status
- Not archived
- Created
- 2026-09-13
- GitHub stars
- 0
- Evidence checked
- 2026-09-24T08:40:10.508Z
- Metadata checked
- 2026-09-24T08:40:10.508Z
- Check status
- current
Stars measure the whole repository, including work unrelated to Jev.
Evidence and scope
Documented records the linked documentation or source. JevHunt has not independently run or benchmarked this project.
4. **Decide** (`typesafe_client.py`) — TypeSafe System One (`jev-1.13.0`) answers typed *Choice* questions (which move; which model / feature op / site / preset) with calibrated probabilities; code assembles a pydantic-validated `ActionEnvelope`. Free text never reaches the executor. Options already shown useless are **withdrawn** from the questions.
Evidence commit: 495622a16316600fe3f5f560ec6c5b60123d81c5
Discovered through: github-search.
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