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jevVIDEO

Self-healing agent pipelines use Jev to read errors and pick fixes

Each agent checkpoints its state every step and is isolated on failure, while Jev picks one fix in milliseconds from a fixed list of retry, reinstall, fix path, switch tools, escalate or stop, without restarting the whole workflow.

CyrilXBT
@cyrilXBTArchived 2026.09.29Originally posted 2026.09.28
CyrilXBT @cyrilXBTOriginally posted 2026.09.28
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ONE AGENT FAILS AND THE REST OF YOUR PIPELINE DOESN'T EVEN NOTICE. That's what self-healing agent infrastructure looks like, and Jev is the piece that makes it cheap enough to run on every failure. Here's how it works: Step 1: Every agent saves a checkpoint of its state after each step. Step 2: When one fails, the orchestrator isolates it. Every other agent keeps running. Step 3: Jev reads the error and picks the fix from a fixed list: retry, reinstall, fix the path, switch tools, escalate or stop. Step 4: The agent restores from its last checkpoint and runs the fix. Step 5: If Jev isn't confident, it hands the problem to your big model or to a human. It decides in milliseconds, for a fraction of a cent. No restarting the whole workflow. No paying Opus to read a stack trace. Save this. follow @cyrilXBT

x.com/cyrilxbt/status/2104417086965678553Archived 2026.09.29 10:05