Claude & Anthropic

Techniques

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Verification-First Development: The Practice That 2-3x Your AI Coding Results

Boris Cherny's single most important tip for AI coding: give Claude a way to verify its work. This practice improves output quality by 2-3x. Here's how to implement verification-first development in your workflow.

Jan 7, 2026•Jon Muller

Techniques

Building Your CLAUDE.md: The File That Makes AI Remember

Large language models don't remember previous sessions. Your CLAUDE.md file transforms Claude from a forgetful assistant into a team member who actually learns. Here's how to build one that works.

Jan 4, 2026•Jon Muller