Agent debugging workflow with trace capture, state freeze, and parallel simulation

Production Agent Debugging: From Logs to Root Cause

When an agent fails, you need to know why it chose a particular reasoning path — not just what API calls it made. Here is how the tooling is evolving to close that gap.

August 7, 2026 · 14 min · Agents' Codex