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

Forbes - Security
Forbes - Security
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
P
Palo Alto Networks Blog
Martin Fowler
Martin Fowler
T
Threatpost
D
Docker
S
Schneier on Security
M
MIT News - Artificial intelligence
G
Google Developers Blog
L
LINUX DO - 热门话题
J
Java Code Geeks
月光博客
月光博客
博客园 - 三生石上(FineUI控件)
IT之家
IT之家
博客园 - Franky
C
Cyber Attacks, Cyber Crime and Cyber Security
K
Kaspersky official blog
Google DeepMind News
Google DeepMind News
N
News and Events Feed by Topic
V
Vulnerabilities – Threatpost
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
人人都是产品经理
人人都是产品经理
Spread Privacy
Spread Privacy
T
Tailwind CSS Blog
爱范儿
爱范儿
阮一峰的网络日志
阮一峰的网络日志
U
Unit 42
C
CERT Recently Published Vulnerability Notes
The GitHub Blog
The GitHub Blog
Simon Willison's Weblog
Simon Willison's Weblog
NISL@THU
NISL@THU
MongoDB | Blog
MongoDB | Blog
Application and Cybersecurity Blog
Application and Cybersecurity Blog
H
Heimdal Security Blog
Recorded Future
Recorded Future
云风的 BLOG
云风的 BLOG
SecWiki News
SecWiki News
P
Privacy International News Feed
P
Proofpoint News Feed
O
OpenAI News
B
Blog
腾讯CDC
F
Full Disclosure
Apple Machine Learning Research
Apple Machine Learning Research
T
Tor Project blog
H
Hacker News: Front Page
Project Zero
Project Zero
Hugging Face - Blog
Hugging Face - Blog
C
Cisco Blogs
S
Security Affairs

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
Stop Copying Your .pre-commit-config.yaml
Christian Ledermann · 2026-06-21 · via DEV Community
Cover image for Stop Copying Your .pre-commit-config.yaml

Christian Ledermann

Stop Copy-Pasting: Introducing pc-init

We’ve all been there: you’re starting a new project, you’ve got your repo initialized, and now comes the tedious part—setting up the quality gates.

You know you need pre-commit (or the newer prek) to keep your code clean, but you end up hunting through your older repositories to find the "best" .pre-commit-config.yaml to copy and paste. Then, you spend ten minutes editing paths, versions, and configurations to match the specific needs of your new stack.

It’s a chore that breaks your flow before you’ve even written a line of code. That is exactly why I built pc-init.

The Problem: The "Config Archeology" Workflow

Most languages and frameworks have a gold standard for quality tools. If you're working in Python, you want black and ruff; in React, you want eslint and prettier.

Manually setting these up requires:

  1. Identifying the recommended tools for your specific stack.
  2. Looking up the correct hook repository URLs, revisions, and arguments.
  3. Writing the YAML by hand (and hoping you didn't miss a syntax error).

Doing this every other month is just frequent enough to be a persistent pain point, but not frequent enough to have the workflow committed to muscle memory.

The Solution: pc-init

pc-init is a CLI tool designed to replace "config archeology" with a single, declarative command. It scaffolds a production-ready .pre-commit-config.yaml based on your project's technology stack.

Instead of copying old files, you simply tell pc-init what you're building, and it builds the configuration for you.

How it works

pc-init uses a system of language and framework presets. You provide the parameters, and it handles the rest:

# For a standard Python project
pc-init --lang py

# For a JavaScript project using React
pc-init --lang js --framework react

# For a Python project using Django
pc-init --lang py --framework django --force

Why use pc-init?

  • Zero Boilerplate: No more hunting for URLs or managing complex YAML structures.
  • Standardization: It ensures consistency across all your projects by enforcing the same quality standards.
  • Extensible: Not happy with the default presets? You can point --presets to your own local directory or a private git repository to share your team's custom standards across your entire organization.
  • Flexible: It works seamlessly with both pre-commit and prek.

Get Started

If you’re ready to speed up your setup process, you can install pc-init via uv:

uv tool install pc-init

After generating your config, don't forget to run pre-commit autoupdate or prek autoupdate to ensure you are pulling the very latest versions of your selected tools.

If you have suggestions for new presets or run into issues, please head over to the GitHub repository and open an issue. Let’s make boilerplate setup a thing of the past.