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A new paper describes 'catastrophic remembering' in agentic instruction files like CLAUDE.md, where rules accumulate and are rarely deleted, causing prompt bloat. Adding rationale comments that are hidden from the model can dramatically reduce the growth.
Anthropic shares lessons from removing 80% of the Claude Code system prompt for new Claude models, advising users to let the models use judgment over strict rules and to update context engineering practices.
A user shares how his CLAUDE.md file for Claude AI is not a bio but a single instruction to never ask for organization before helping, allowing Claude to read raw Obsidian notes as-is and surface hidden connections, preventing perfectionist procrastination.
Anthropic's Applied AI team shares a mental model for Claude Code: CLAUDE.md as memory, hooks as reflexes, and MCP as senses — a framework for how advanced teams use the tool.
A Twitter thread by Paweł Huryn shares insights on writing effective CLAUDE.md files for Claude Code, emphasizing project-specific rules and avoiding unnecessary bloat.
The author argues that AI agent memory bloat degrades performance, and recommends keeping memory and CLAUDE.md files under 200 lines, using on-demand retrieval instead of loading everything into context.
The article discusses how common CLAUDE.md rules copied from Andrej Karpathy cause Claude to become a yes-man, and a fix that adds permission for the AI to suggest better approaches.
A detailed guide on using Claude Code effectively, including setup, CLAUDE.md configuration, four-layer architecture, hooks, and daily workflow patterns.
Andrej Karpathy's CLAUDE.md file, a 65-line text file outlining coding principles, has become the #1 trending repository on GitHub with over 100k stars.
A CLAUDE.md file is shared to fix long-running coding agents that talk too much without shipping work. It focuses on action over narration and works across models.
A viral post claims a 19-year-old student spent his entire $2,299 scholarship on an iPad and Mac Mini to drop a CLAUDE.md file into Claude and let it process four principles inspired by Andrej Karpathy, while his grandmother thought he was hacking the Pentagon.
A single CLAUDE.md file became GitHub's top-trending repo with 44k weekly stars by distilling Andrej Karpathy's LLM coding advice into four principles.