Practical techniques for getting more reliable code output from Claude Code without manually reviewing every line. Covers using plan mode to reduce bugs upfront, maintaining markdown knowledge files in your repo to capture past mistakes, keeping context windows under 30-40% capacity to avoid performance degradation, having a separate coding agent review pull requests, and using pre-commit agent walkthroughs to catch errors before they reach production.
Table of contents
Why do you need robust code?How to build initially robust codeHow to verify the robustness of code through coding agentsConclusion148 Impressions