Claude Code excels at code generation and review across the software development lifecycle but fails at debugging, as it provides confident yet incorrect solutions without understanding the historical context behind errors. Debugging requires reconstructing past decisions and configuration changes that the model cannot infer from current code alone, making it a stage where the agent's confidence becomes actively misleading. This has made debugging the workflow's bottleneck and slowest stage of development.
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