惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Vercel News
Vercel News
The GitHub Blog
The GitHub Blog
博客园 - 【当耐特】
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
Recent Announcements
Recent Announcements
D
Docker
GbyAI
GbyAI
酷 壳 – CoolShell
酷 壳 – CoolShell
WordPress大学
WordPress大学
The Cloudflare Blog
雷峰网
雷峰网
A
About on SuperTechFans
小众软件
小众软件
博客园 - Franky
博客园 - 聂微东
F
Full Disclosure
大猫的无限游戏
大猫的无限游戏
C
Check Point Blog
MongoDB | Blog
MongoDB | Blog
G
Google Developers Blog
Microsoft Azure Blog
Microsoft Azure Blog
U
Unit 42
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
V
V2EX
Engineering at Meta
Engineering at Meta
宝玉的分享
宝玉的分享
aimingoo的专栏
aimingoo的专栏
量子位
P
Proofpoint News Feed
Hugging Face - Blog
Hugging Face - Blog
博客园_首页
罗磊的独立博客
Martin Fowler
Martin Fowler
D
DataBreaches.Net
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
S
Secure Thoughts
Project Zero
Project Zero
L
LangChain Blog
阮一峰的网络日志
阮一峰的网络日志
C
Cybersecurity and Infrastructure Security Agency CISA
T
Tailwind CSS Blog
S
Schneier on Security
Blog — PlanetScale
Blog — PlanetScale
The Hacker News
The Hacker News
Spread Privacy
Spread Privacy
Security Latest
Security Latest
NISL@THU
NISL@THU
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
C
CXSECURITY Database RSS Feed - CXSecurity.com
J
Java Code Geeks

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
I Rewrote My CLAUDE.md From Scratch
Mario · 2026-04-27 · via DEV Community

Mario

I Rewrote My CLAUDE.md From Scratch

This is a first-person account of a CLAUDE.md rewrite. I had a 612-line file that I'd been adding to for fourteen months. The agent's behavior had been getting subtly worse for the last three of those — more clarifying questions, more ignored rules, more drift from the way I would have done things if I were doing them by hand. I decided the only fix was to delete the file and start over with a blank one. Here's what happened.

Why I didn't just edit it

The file had become a layered fossil. Rules from the project's first month, when we were still picking a stack. Rules from the migration to TypeScript. Rules from the post-incident reviews where someone had broken something and wanted a CLAUDE.md line to make sure nobody did it again. Rules from a refactor that never landed. Rules I had added in moments of frustration that I knew were rants more than directives.

I tried editing it twice. Both times I ended up making it worse — adding "exception" clauses that contradicted earlier rules, or rewording a vague rule into a slightly less vague rule that still said nothing falsifiable. The file was so deeply entangled with itself that pulling on any one thread loosened ten others. Editing it was strictly inferior to deleting it.

The blank file

rm CLAUDE.md && touch CLAUDE.md is satisfying in a way few git commands are. The repo had a clean slate at session start. The agent — Claude Code, in this case — would now read an empty file and operate from its training-data defaults. That meant for one session, every decision the agent made was a candidate signal: either the agent did something I didn't want, in which case I had a real rule to add, or the agent did something I wanted, in which case the rule was probably already implicit and didn't need to be written.

I gave myself one constraint: I would not write CLAUDE.md by hand. I would only write it as a reaction to specific agent behaviors over the next two weeks. Every line in the rewritten file would have a corresponding agent action that justified it. No aspirational rules. No "best practice" rules. Only "the agent did X and I didn't want X" rules.

Two weeks of observed behavior

I kept a running log in a scratch file. Every time the agent did something I would have done differently, I noted it. By the end of week one I had thirty-two notes; by the end of week two, fifty-one. They clustered into roughly six categories.

Process violations — the agent pushed something to main directly, or skipped a hook, or amended a published commit. Eight notes. These became the first section: non-negotiables.

Stack-specific drift — the agent reached for a library or pattern that the project had explicitly migrated away from. Ten notes. These became language and style rules.

Operational unawareness — the agent assumed something about the dev environment that wasn't true (a path, a command, a service availability). Twelve notes. These became operational notes.

Investigation depth misjudgment — the agent moved to action when I would have wanted more investigation, or vice versa. Six notes. These became principles.

Communication style — the agent over-explained or under-explained, used formal English when I wanted terse, or hedged where I wanted directness. Nine notes. These mostly became one paragraph in the style section.

False or stale assumptions about other tooling — the agent referenced features of CI or hooks that didn't exist, or assumed a CI step was running that wasn't. Six notes. These became enforcement rules and exposed three actual harness gaps that I fixed before writing the rules.

Drafting from the log

After two weeks I sat down with the log and turned it into a CLAUDE.md. The process was nearly mechanical: each cluster of notes became 3-8 rules, each rule had to point at a specific note from the log, and each rule had to be falsifiable. The first draft came in at 89 lines.

I then ran AgentLint against it. The linter flagged six issues — three vague rules, two missing thresholds, one stale tooling reference (I had written pnpm out of muscle memory but the project uses bun). Twenty minutes of edits and the file passed.

The rewritten CLAUDE.md was 102 lines. The original had been 612. The new one carried more weight, not less, because every line was tied to a specific behavior I'd watched the agent get wrong without that line.

What changed in the agent's behavior

The first session after committing the new CLAUDE.md, the agent felt different in a way I hadn't expected. It asked fewer clarifying questions on the kinds of decisions the rewrite had covered (where to put a new test file, what naming to use, whether to push directly), and it asked more thoughtful questions on the kinds of decisions the rewrite had deliberately left out (what should this new feature actually do, what's the user expectation, what edge cases matter). The agent had stopped wasting its budget on already-decided questions and was using it on the questions that actually needed me.

Over the next two weeks, the rate of "the agent did X and I didn't want X" notes dropped from about four per day to under one per day. The remaining notes were either genuine new patterns (which became new rules, slowly) or one-off oddities that didn't justify a rule. The file stabilized at about 110 lines.

What I'd do differently next time

Three things, looking back.

I should have started the log sooner. I waited until I deleted the file. The two weeks of observation could have happened with the bloated file still in place; I would have learned the same things and the empty-file phase could have been a single weekend. The deletion is the cathartic part, but the learning happens in the observation, not in the deletion.

I should have stripped the operational notes back even more. I included a few rules in the operational section that I had encountered exactly once. With more weeks of observation, those would have been cut. Rule of thumb: a rule needs to come up at least twice in the log before it earns a line.

I should have explicitly tagged the principles section. When I rewrote, I treated principles as load-bearing rules. They are, but they degrade differently than process rules — a stale principle stays plausible long after a stale path command has obviously broken. I now mark principles with a "last reviewed" date and revisit them quarterly.

The rewrite is the easy part

The deletion and rewrite were satisfying. The hard part is preventing the same fourteen-month accretion from happening again. My current discipline is: every CLAUDE.md edit must come with either a deletion of equal weight or a clear log entry justifying the addition. CLAUDE.md cannot grow during routine work. It can grow when a new pattern is observed, and it has to shrink when an old pattern stops mattering.

If your CLAUDE.md is over 300 lines and was last seriously rewritten more than six months ago, consider doing the same exercise. Two weeks of observation, one weekend of drafting, AgentLint as the final sweep. The shorter, sharper file is almost always better than the long, drifting one. The agent will tell you within a week whether the rewrite worked — and if it did, it will be one of the highest-leverage changes you made all quarter.


Originally posted on agentlint.app/blog/i-rewrote-my-claude-md-from-scratch.