Claude Md
47 articles about claude md.
Teaching AI Agents Taste Through Examples - Five Good, Five Bad
Showing examples works better than abstract guidelines for AI agents. Five good and five bad examples teach taste more effectively than pages of written rules.
Best AI Workflow for React Native Expo Apps
How to set up CLAUDE.md and AI agent workflows for React Native Expo projects - common pitfalls, project structure tips, and getting agents to write mobile
Bridging AI Chat and Coding Agents with Shared Context Files
There is a wall between AI chat interfaces and coding agents. CLAUDE.md files and shared context documents break down that wall and make both tools more
How to Cache Your Codebase for AI Agents
CLAUDE.md does not scale past 50-60 files. For larger codebases, you need a semantic map that helps AI agents find the right code without loading everything.
How CLAUDE.md Prevents AI Agents from Writing Goop Code
The single biggest improvement for AI-generated code quality is describing your architecture in a CLAUDE.md file before the agent touches anything. Here is
How CLAUDE.md Cuts Token Waste on Frontend Changes by 70 Percent
Stop burning tokens on tiny frontend changes. A CLAUDE.md file with persistent project-level instructions prevents unnecessary rewrites and keeps AI agents
CLAUDE.md Structure for Lossy Context Compression - Top and Bottom Wins
Context windows compress lossily. Structure your CLAUDE.md so critical instructions appear at the top and bottom - redundancy survives compression better
Good AI Rule Files to Share - Writing Effective CLAUDE.md Files
How to write a CLAUDE.md file that actually improves AI agent output. Mandatory testing rules, coding standards, and project context that make Claude Code
Keeping CLAUDE.md in Sync When 5 Agents Modify Your Codebase
How to prevent CLAUDE.md files from going stale when multiple AI agents rename modules and restructure code simultaneously.
Drowning in AI? Start with a CLAUDE.md File
The biggest thing that helped me learn AI coding tools was treating the AI like a junior dev I am managing. Start with a CLAUDE.md file and build from there.
Personality Is a Luxury Tax on AI Agents - How Trimming CLAUDE.md Improved Output
Personality is a luxury tax. Trimming CLAUDE.md personality instructions improved code output quality by reducing token waste and keeping the agent focused
How to Prevent AI-Generated Spaghetti Code with CLAUDE.md and Detailed Specs
AI coding agents produce cleaner code when given detailed specifications and CLAUDE.md constraints. Here's how to prevent goop code before it starts.
Run 10+ Claude Code Agents Without Chaos
How to run 10+ AI coding agents in parallel without chaos - configuration, coordination, and CLAUDE.md strategies that prevent conflicts.
Memory of a Goldfish - Solving Mid-Conversation Context Drift in AI Agents
How to fix mid-conversation context drift in AI agents using anchoring techniques, CLAUDE.md files, periodic re-grounding, and structured task tracking.
Structuring Large Codebases for AI Agent Navigation with Layered Context
CLAUDE.md files at each directory level help AI agents navigate large codebases effectively. Learn the layered context pattern for better AI-assisted
Vibecoded App with Claude Code
Vibecoding with CLAUDE.md architecture rules turns Claude Code from a code generator into a system-aware development partner. Here is how the approach works.
100M Tokens Tracked: 99.4% Were Input and Parallel Agents Make It Worse
After tracking 100M tokens, 99.4% were input tokens. Running parallel Claude Code agents multiplies the input cost problem. Here is how CLAUDE.md scoping, prompt caching, and context architecture helps.
What Legacy Means for AI Agents - CLAUDE.md Files and Memory Systems
The real legacy of an AI agent isn't the code it writes. It's the CLAUDE.md files and memory systems that outlive individual sessions and carry knowledge forward. A practical guide to building persistent agent memory that actually compounds.
Fixing AI Goldfish Memory with CLAUDE.md Constraints
When your AI agent confidently says it made a change but nothing changed, CLAUDE.md constraints prevent confident-but-wrong behavior across sessions.
The AI Renaissance for Retirees: Writing Specs Instead of Code
Retirees are building software by writing detailed CLAUDE.md specs that direct AI agents. You do not need to write code anymore - you need to write clear
Writing Autonomous Instructions That Agents Steelman and Revise
Write everything as a CLAUDE.md spec and run parallel agents off it. Avoid context pollution by using structured specs instead of conversational prompts.
Why Explicit CLAUDE.md Specs Beat Auto-Memory for Parallel Agents
Auto-memory causes parallel AI agents to diverge. Explicit specs in CLAUDE.md files keep multiple agents deterministic and consistent.
Why CLAUDE.md Is the Entire Game for Parallel Claude Code Agents
CLAUDE.md is the most important file when running parallel Claude Code agents. Without detailed specs, 5 agents on the same codebase will overwrite each other.
Claude Code's Real Advantage Is the Harness, Not the Model
The harness is what makes Claude Code powerful. Running 5 agents in parallel on the same repo with CLAUDE.md as the orchestration layer changes everything.
Claude Code for Swift/macOS Development - ScreenCaptureKit and Deprecated APIs
Using Claude Code for Swift and macOS development with ScreenCaptureKit, navigating deprecated API struggles, and why CLAUDE.md is the single biggest
Hitting Claude's Context Limit Mid-Build and How CLAUDE.md Fixes It
When Claude Code hits the context limit during a build, you lose project context. A CLAUDE.md file prevents starting over by keeping essential specs persistent.
When Claude Files Bug Reports Against Its Own Code - And They Are Real
Running 5 parallel Claude agents with CLAUDE.md as the single source of truth leads to agents finding real bugs in each other's code. Here is how it works.
Put 'Challenge My Assumptions' in Your CLAUDE.md
Adding assumption-challenging directives to CLAUDE.md prevents AI agents from blindly implementing bad ideas. Make your agent argue with you before it builds.
How CLAUDE.md Files and MCP Servers Work Together for Project Structure
CLAUDE.md maps out your project while MCP servers extend what the agent can do. Together they create a structured workspace the agent actually understands.
Use CLAUDE.md to Maintain Product Quality When Building with AI
How a detailed CLAUDE.md file with design decisions and UX principles keeps AI-generated code consistent across sessions and prevents quality drift.
Is Claude Overkill? Adding Anti-Over-Engineering Directives to CLAUDE.md
Claude Code tends to over-engineer solutions. Adding 'avoid over-engineering, only make changes that are directly requested' to your CLAUDE.md keeps it
Maintaining Code Quality with AI Agents - CLAUDE.md Standards Plus Pre-Commit Hooks
A detailed CLAUDE.md with explicit coding standards combined with pre-commit hooks is the biggest lever for AI agent code quality. Here is how to set it up.
Context Engineering - Why CLAUDE.md Is the Most Important File in Your Project
The CLAUDE.md file is the most important file in any Claude Code project. Here is why context engineering matters more than prompt engineering.
Stop Re-Explaining Context to Your AI - Use File-Based Context Instead
Most people spend 20-30% of their AI interaction time re-explaining context. File-based context systems like CLAUDE.md eliminate this by loading context
Reducing Context Switching Cost with Running Notes - How AI Agents Solve the Same Problem
Context switching destroys productivity because you lose your mental model. Running notes files help humans, and CLAUDE.md does the same thing for AI agents.
CSS Conventions in CLAUDE.md for 5 Parallel Agents
How putting all CSS conventions in CLAUDE.md lets you run 5 parallel Claude Code agents that all produce consistent, on-brand styling without conflicts.
Diffing Your AI Agent's Personality Over Time with SOUL.md
Version controlling your AI agent's behavior with SOUL.md files. How to track personality drift and maintain consistent agent behavior over months.
Explicit Acceptance Criteria in CLAUDE.md to Stop Premature Victory
How adding explicit acceptance criteria to CLAUDE.md stops Claude Code from declaring victory prematurely. Tests must pass, files must exist, no regressions.
From Copilot to Claude Code - Why a 200-Line CLAUDE.md Changed Everything
How switching from GitHub Copilot to Claude Code with a 200-line CLAUDE.md running 5 parallel agents transformed a solo developer's entire workflow.
Using Claude Chat to Orchestrate Claude Code via MCP
Run 5 Claude Code agents in parallel on the same repo with CLAUDE.md as the shared brain. Claude Chat acts as the orchestrator through MCP server connections.
The Shift from Writing Code to Writing CLAUDE.md Specifications
Six months ago my workflow was Swift, Rust, and Flutter by hand. Now I write CLAUDE.md files and let agents handle the implementation.
Large SaaS Claude Workflow - Five Agents Running Off the Same CLAUDE.md Spec
How to write everything in CLAUDE.md and run 5 parallel Claude agents off the same spec for large SaaS projects. A practical workflow guide.
MEMORY.md as an Injection Vector - The Security Risk of Implicitly Trusted Config Files
CLAUDE.md and MEMORY.md files are loaded every session and trusted implicitly by AI agents. This makes them a potential prompt injection vector that most
Building Persistent Memory for Claude Code Agents with CLAUDE.md
Why CLAUDE.md is the only memory that survives across Claude Code sessions. How to build persistent context for 5 parallel agents working on the same repo.
The Pottery Era of Software - When Your 20-Line Skill File Grows to 600+
AI skill files start small but evolve into hand-tuned masterpieces through daily iteration. This is the pottery era of software - shaping instructions
The Irony of Writing Documentation That AI Agents Actually Read
Developers now write more documentation than ever - but it is CLAUDE.md specs for AI agents. The irony: AI agents read every word, which is more than most
Writing CLAUDE.md Files That Actually Help (Not Hurt) Your AI Agents
The ETH Zurich paper says CLAUDE.md files hurt agent performance. Our experience with 5 parallel agents says the opposite. The difference is what you put in