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Debugging with Coding Agents

High Priority16 min readUpdated November 1, 2026

In this chapter, we'll learn how to use coding agents to reproduce bugs, gather evidence, identify root causes, implement focused fixes, and verify that they work. More importantly, we'll learn how to avoid fixing symptoms without understanding the underlying problem.

Both approaches start with the same bug report. The difference is how we investigate and fix it. We'll follow the second approach throughout this chapter, step by step.

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