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Curated source library

Resources for building with Jev

Find the original file, then read the claim in context. This library keeps official docs, independent writing, research, skills, and MCP projects clearly labeled.

8 sourced resourcesOriginal links retainedIndependent from TypeSafe AI
FEATURED READING · PDF · INDEPENDENT

Looking for the Jev Engineering for Coding Agents PDF?

The 12-page working note has been circulated as a founder release. Its cover says it was independently compiled and is not endorsed by TypeSafe. Our reading guide links the file and checks the claims most often repeated with it.

IN THE GUIDE
  1. Who compiled the PDF?
  2. What does the harness proposal actually say?
  3. Where do the shared numbers come from?
  4. What can you build today?
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The source shelf

Resources are grouped by format. Labels describe provenance, not an endorsement or quality score.

ResearchResearch

FastContext: Training Efficient Repository Explorer for Coding Agents

The research paper behind the widely shared 56.2% tool-turn and 46.5% token figures. This is not a Jev evaluation.

Microsoft / Shanghai Jiao Tong University
Original source ↗
Coding agentsContextResearch