Boris Cherny, who built Claude Code, recently shared on X how to get the most out of it following the release of Opus 4.7. He left the most important tip for last:
“Make sure Claude has a way to verify its work. This has always been a way to 2-3x what you get out of Claude, and with 4.7 it’s more important than ever.”
That observation describes a pattern establishing itself as the standard model for developing software with coding agents. It is also a pattern that is easy to implement locally, against a single codebase with…

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