Six months ago, we started using Claude Code as a daily tool on the team. Here's our honest experience — where it saves time and where it wastes it.

Where it actually saves time

  • Writing repetitive boilerplate
  • Converting data between formats (CSV → SQL, JSON → TypeScript)
  • Fixing simple errors (typos, syntax)
  • Writing documentation

Where it costs more time

  • Complex logic that needs full project context
  • Architecture decisions
  • Code that needs precise testing
Our rule: use Claude for the obvious 80%, and keep the critical 20% for ourselves.

Impact on pricing

We didn't lower prices despite higher productivity. Instead, we deliver more in the same time — more tests, better docs, deeper reviews.

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