WHAT NEW IN X10.30 FRI

X 上的 AI 合集档案 · 22 个合集 · 60,637 条

jevVIDEO

JevScope:用 Jev 判断 agent 是否卡住

作者用 Jev 逐步评估 agent 的每个动作是否对齐任务、是否在推进、是否重复,把「卡住」画成随时间变化的曲线。

Kaushik
@0xkaushik_k2026.09.19收录原推发布于 2026.09.18
Kaushik @0xkaushik_k原推发布于 2026.09.18
在 X 上打开原推

Got early access to @typesafeai Jev and spent a few hours building on it. The problem I keep hitting: agent traces tell you which tool ran, how long it took, what it returned but never whether the agent is actually getting anywhere. An agent editing, testing and reverting the same file six times looks perfectly healthy in the logs. So I made JevScope. It watches an AI agent work and asks Jev what each step actually means is this aligned with the task, is it progress, is it repeating itself, is it stuck. Every step, plotted over time. Here's a coding agent getting stuck on a race condition. Watch the yellow line. No log line says "I'm stuck." The curve does. Detailed demo, code and writeup coming soon.

这条是引用着另一条写的:「ChatGPT 联合发明人发布新模型 Jev」

x.com/0xkaushik_k/status/2100928490367230201采集于 2026.09.19 10:19