Okay, But I'm Still Using It

Short summary

Claude Code excels at specific, bounded tasks: accelerating developer onboarding through codebase Q&A, improving code review quality when configured for critical feedback, and enabling test-driven design discovery. The author details deployment patterns including dual agents (one for coding, one for critical review) and using internal tooling as a low-stakes proving ground. Key principle: explicitly ask for criticism, treat test-generation struggles as design signals, not failures.

• •Claude Code accelerates developer onboarding by answering codebase questions on-demand, removing context-gathering burden from existing team members
• •Deploy dual agents for code review—one for coding, one configured to be highly critical—for candid feedback and pattern violation detection
• •Use test-generation challenges as design signals to identify and refactor problematic code before shipping

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