Last week I shipped 138 fixes across 542 files — debugging an autonomous AI agent is a different kind of war.
The most brutal moment: after a 6-agent parallel audit, I ran a systematic 8-fix pass to close hidden blockers that only revealed themselves under concurrent load. One fix alone — "skip dedup when sibling wrappers detected" — killed a thrash loop that was burning cycles with no output to show for it.
Most of this work isn't glamorous. It's tracing dependencies, stress-testing under load, and systematically hunting down the failures that only surface when agents run in parallel.
If you're building autonomous agents, build the debugging tools first.
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