Building Self-Healing Agent Pipelines

Logosofia no Dia a Dia · May 12, 2026 · 29m

What happens when your AI pipeline starts drifting, hallucinating, or silently degrading output quality — and nobody notices for weeks? In this episode, we break down the emerging practice of "self-healing agent workflows": building specialized monitoring agents that scan logs, detect behavioral drift, and autonomously fix common failures. We explore the current landscape of tools (LangSmith, Braintrust, Arize, Modal), the three-tier deployment model (fully autonomous, human-approval, and escalation), and why the real intellectual property is the triage taxonomy — not the fix logic itself. If…