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 + Claude Combined Workflow
The author combines Claude's reasoning with Jev's speed in a single coding pipeline, creating a seamless flow from prompt to planning to execution, and claims this makes traditional AI coding agents look slow and expensive.
Jev + Claude... I still can't believe how broken this combination is I packed the reasoning of Claude and the speed of Jev into ONE workflow - now 99% of traditional AI coding agents look slow, dumb, and expensive The pipeline is completely seamless: prompt → Claude plans →
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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.
