How to Build a Self-Healing AI Agent Pipeline: A Complete Guide
Dev.to AI
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Generative AI
AI Safety
Your AI agent pipeline will fail. Not might - will. An API times out. A model hallucinates mid-task. An agent's context window overflows. A downstream service returns garbage. These aren't edge cases - they're Tuesday. The question isn't whether your pipeline fails. It's whether it recovers without waking you up at 3 AM. We run 12 AI agents at ClawPod around the clock. Our pipeline processes hundreds of agent interactions daily - delegations, tool calls, cross-agent handoffs, external API integrations. Early on, every failure meant manual intervention.