JEV for Developer Tools

Code generation, review and repo automation.

5 cases
🧩 01 EN ▶ VIDEO Coding & Devtools · Batch classifier Pushing a Replit project's 18,360 outcomes down to 57 A Replit project had 18,360 possible branch outcomes and months of manual fixes barely dented the list. JEV was pointed at the project and, per the author, resolved all but 57. Developer ToolsClassification#code#verification#accuracy A Aaron Horne @ahorne Source checked 🧪 02 EN ▶ VIDEO Coding & Devtools · Batch classifier JEV as a Macaly skill for content checks JEV is now a Macaly skill: ask that app builder for AI classification and it wires JEV in. The demo scores each paragraph for AI slop and flags the writing issues. Developer ToolsScoring#integration#semantic-scoring#demo T Tomas Rychlik @rychlis Source checked ⚙️ 03 EN Coding & Devtools · Real-time loop Hooking a deterministic classifier into V8's JIT An experiment that put a JEV-style classifier inside V8 to help the JIT decide when to promote code. The author's verdict: as dumb as it sounds. Developer ToolsDecision#experiment#javascript#code K Kapeka @kapeka0 Source checked 🚗 04 EN ▶ VIDEO Coding & Devtools 不到一小时用 JEV 复刻 Tesla FSD 界面 I rebuilt Tesla Full Self Driving with Jev in less than an hour. This model is a total unlock. Developer ToolsGeneration#demo J Justin Schroeder @jpschroeder Creator reported 🤖 05 中文 ▶ VIDEO Coding & Devtools · Reviewer / guardrail 自托管代码审查机器人 接入 GitHub 后每个 PR 自动 review:指出潜在 bug、建议重构,评论风格可以自定义成「毒舌模式」。 Developer ToolsClassification#code-review#github D DevOps 老王 @ops_lao Creator reported