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.
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.
Built Fascin. It triages a PR for you: is it urgent, what kind of change, how close to merge-ready. Turns out it's not really an agent, more of a smart button. I pick the PR; it always asks the same three questions. #Jev does the actual reasoning. #TypeSafeAi
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Using Jev for Code Review
The author thinks code review is a really good use case for using Jev.
Jev commercialization case: analyzing 3M replay events and submitting 213 fix PRs
This post shares a real-world Jev commercialization case: analyzing 3 million replay events, capturing irritable clicks and JS errors, submitting 213 fix PRs, and embedding into the development pipeline to address R&D pain points.
