Writing C++ with Jev by picking valid next tokens
The author experimented with TypeSafe's Jev decision/classifier model for C++: at each step it was given only grammatically valid next tokens to pick from, avoiding free-form generation.
Jev + Agent Memory: Turning Coding Sessions into Reusable Knowledge
Jev combined with agent memory, Beacon turns coding-agent sessions (Claude Code, Codex, Cursor, OpenCode, and 20+ more) into reusable knowledge. Jev helps find the runs worth learning from, turning useful fixes and workflows into reusable skills.
Jev + agent memory is a pretty interesting combo 😳 Beacon turns coding-agent sessions into reusable knowledge supports: - Claude Code - Codex - Cursor - OpenCode - 20+ more > Jev helps find the runs worth learning from > useful fixes and workflows become reusable skills >
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Using Jev for Code Review
The author thinks code review is a really good use case for using Jev.
Fascin: A Jev-Powered PR Triage Tool
A developer shares Fascin, a PR triage tool built with Jev that assesses urgency, change type, and merge readiness, noting Jev handles the actual reasoning.
