
How to Write a CLAUDE.md: The Complete 2026 Guide
CLAUDE.md is the highest-leverage file in any Claude Code project. Here's what goes in one, what doesn't, and the patterns that actually ship.
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CLAUDE.md is the highest-leverage file in any Claude Code project. Here's what goes in one, what doesn't, and the patterns that actually ship.

An AI coding agent takes a task, uses tools like editors and shells, and loops until done. The five kinds, the top agents compared, and what they get wrong.

MCP (Model Context Protocol) is the open standard connecting AI apps to tools and data. How the 2026-07-28 spec works and how to install or build a server.

Codex cloud security: keep internet access off by default, use strict domain allowlists, limit HTTP methods and review work logs to contain prompt injection.

What Hacker News gets right about AI coding agents: workflows beat demos, skills beat prompts, orchestration beats autonomy, and verification is the bottleneck.

Building SaaS with AI agents: a phase-by-phase workflow to plan, scaffold, build in parallel, test and deploy, plus the details that decide whether it succeeds.

Context engineering is designing the persistent context around every AI interaction: CLAUDE.md files, system prompts, skill libraries and memory systems.

How to coordinate multiple AI agents: six patterns from fan-out to handoffs and consensus, with verified code for Claude, CrewAI, LangGraph, AG2 and ADK.

Self-improving AI agents that reflect on failures, store lessons and accumulate skills. Reflection loops, memory architectures and working code examples.

AI agent memory patterns that fix forgetting between sessions: CLAUDE.md persistence, RAG retrieval, conversation summarization, structured and tiered memory.

Debug AI agent workflows with structured tool logging, context snapshots, decision traces, replay and Claude Code hooks to find broken loops and tool failures.

AI agent skills are not just for developers. Here is how 12 professions use packaged AI workflows to do better knowledge work.
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