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CASE FILE / Model & agent routing
Jev unlocked a new way to stop AI agents from spinning
Jev unlocked a new way to stop AI agents from spinning. Agents do not always repeat the same action. Sometimes they try different things based on the same wrong assumption. I built a semantic circuit breaker around that. In one stuck run: 12 model calls -> 4 19.9K tokens -> 5.1K https://t.co/fR44bfNDrA
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Ashutosh Mathore · @ashutoshftw
Original post
Jev unlocked a new way to stop AI agents from spinning. Agents do not always repeat the same action. Sometimes they try different things based on the same wrong assumption. I built a semantic circuit breaker around that. In one stuck run: 12 model calls -> 4 19.9K tokens -> 5.1K https://t.co/fR44bfNDrA
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Chinese translation
Jev解锁了一种阻止AI代理旋转的新方法。 代理并不总是重复相同的操作。有时候，他们会基于同样的错误假设尝试不同的事情。 我围绕这个建立了一个语义断路器。 在一次卡住的运行中： 12次模特电话-> 4 19.9K代币-> 5.1K https://t.co/fR44bfNDrA
What this case shows
- Let JEV choose the model or tool first
- Auto-route on high confidence, escalate otherwise
- This is the most common production pattern