Articles

Measured findings on context engineering, loop engineering, and the instruction files that steer AI coding agents: CLAUDE.md, AGENTS.md, system prompts, and the checks around them.

Field Notes

CLAUDE.md Best Practices: From Basic to Adaptive

A capability ladder for instruction files — L0 through L6.

Gábor Mészáros · January 27, 2026 · 7 min read

How do you learn new things as a developer? Find an actual project (not tutorials) and start iterating. The CLAUDE.md ladder, from basic instructions to adaptive ones.

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