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jevVIDEO

600 Claude agents run with Jev confidence gates on every output

600 Claude agents in 30 squads ran five task types, with Jev scoring each output and holding anything below 0.90 for human review, so four passed automatically and one was held.

genuenci
@genuenciArchived 17 days agoOriginally posted 2026.10.14
genuenci @genuenciOriginally posted 2026.10.14
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600 CLAUDE AGENTS, ONE CONTROL CENTER, ZERO UNCHECKED OUTPUTS Speed isn't the impressive part. The impressive part is that nothing goes out unverified I opened a real-time control center: 600 Claude agents split into 30 squads, with Jev running backend checks on every output. Each result gets a confidence score, and anything under 0.90 lands on my desk instead of going live I gave them 5 jobs at once Sales lead: buying signal 0.93, demo booked Pull request: 214/214 tests green, merged at 0.97 Invoice: PO matched at 0.98, payout queued Churn alert: scored 0.86, held for my review Bug report: P1 at 0.95, on-call paged Four went through on their own. One waited for me. That's the whole idea $2 spend cap, 12 actions max per job, and a human signs off on anything uncertain This isn't just another agent show-off. It's a system that knows when it's unsure and stops before it breaks something If you know how to build this, you will never be out of a job If you don't, the article below is made specifically for you

This post quotes another post: x.com/genuenci/status/2106475874333675862

x.com/genuenci/status/2110090429219643634Archived 2026.10.14 10:04