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See all stacks →Andrej Karpathy CLAUDE.md
Andrej Karpathy-inspired CLAUDE.md file provides four core principles for improving Claude Code behavior: Think Before Coding, Simplicity First, Surgical Changes, and Goal-Driven Execution. These guidelines address common LLM pitfalls including wrong assumptions, code overcomplication, and unintended modifications to existing code.
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Summary
Andrej Karpathy-inspired CLAUDE.md file provides four core principles for improving Claude Code behavior: Think Before Coding, Simplicity First, Surgical Changes, and Goal-Driven Execution. These guidelines address common LLM pitfalls including wrong assumptions, code overcomplication, and unintended modifications to existing code.
Tags
claude-code · llm-coding · best-practices · code-guidelines · andrej-karpathy · ai-agents · prompt-engineering
Key entities
Andrej Karpathy (person, 0.99) · Forrest Chang (person, 0.85) · Claude Code (technology, 0.99) · Claude (technology, 0.99) · Multica (technology, 0.9) · LLM coding pitfalls (concept, 0.95) · code guidelines (concept, 0.95) · test-driven development (concept, 0.9)
Classification
framework · language en · status final
Provenance
claude-haiku-4-5 via @stacklist/be@0.1.0, confidence 0.85, 7 May 2026