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

F
Fortinet All Blogs
W
WeLiveSecurity
Cyberwarzone
Cyberwarzone
H
Help Net Security
Spread Privacy
Spread Privacy
Jina AI
Jina AI
G
GRAHAM CLULEY
Project Zero
Project Zero
aimingoo的专栏
aimingoo的专栏
P
Palo Alto Networks Blog
云风的 BLOG
云风的 BLOG
B
Blog RSS Feed
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
A
Arctic Wolf
L
LangChain Blog
T
The Blog of Author Tim Ferriss
MongoDB | Blog
MongoDB | Blog
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
人人都是产品经理
人人都是产品经理
罗磊的独立博客
量子位
Microsoft Security Blog
Microsoft Security Blog
The Register - Security
The Register - Security
B
Blog
Microsoft Azure Blog
Microsoft Azure Blog
G
Google Developers Blog
小众软件
小众软件
Vercel News
Vercel News
V
Visual Studio Blog
IT之家
IT之家
C
Cisco Blogs
博客园 - 聂微东
Cisco Talos Blog
Cisco Talos Blog
Help Net Security
Help Net Security
S
Schneier on Security
PCI Perspectives
PCI Perspectives
C
Check Point Blog
V
Vulnerabilities – Threatpost
J
Java Code Geeks
Hugging Face - Blog
Hugging Face - Blog
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
GbyAI
GbyAI
N
News and Events Feed by Topic
AWS News Blog
AWS News Blog
L
LINUX DO - 热门话题
SecWiki News
SecWiki News
D
Darknet – Hacking Tools, Hacker News & Cyber Security
T
Tenable Blog
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
Recorded Future
Recorded Future

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
Why I stopped fighting monorepos..
Akshay Sarak · 2026-06-14 · via DEV Community

For a long time, I believed monorepos were overkill. They seemed like something only “big companies” used because they had too much code and not enough structure. So, like most developers early on, I split everything into separate repositories: frontend in one, backend in another, and shared code in a “cleanly isolated” place.

It felt organised at first. However, over time, that sense of clarity gradually eroded.

💥 The Problem Begins Quietly

Initially, everything seemed smooth. Each repository was independent, each service isolated, and there was no visible coupling between systems. This gave a strong sense of clean architecture.

But problems didn’t appear immediately. They started quietly. A shared function might be updated in one place, but another repository wouldn’t reflect that change. Types slowly diverged, and imports that once worked silently stopped. Eventually, bugs only appeared in production, not during development.

What once felt like a clean separation slowly transformed into multiple systems that no longer fully agreed with each other.

🧠 The Real Issue Was Never Separation

Initially, I thought I was practising proper modular design by splitting everything into different repositories. I believed I was reducing complexity.

However, the real problem was that I wasn’t separating concerns; I was separating context.

In real applications, much logic is naturally shared. Validation rules, API contracts, UI components, utility functions, and types aren’t independent pieces. They’re part of the same system.

When this shared logic is split across multiple repositories, complexity doesn’t disappear; it simply shifts into synchronisation problems between systems.

⚙️ The Shift: Monorepo Thinking

Switching to a monorepo didn’t feel like a tooling decision at first. It felt like a shift in how I thought about code structure.

Rather than maintaining separate repositories for frontend, backend and shared logic, everything consolidated into a single structured system. Logically, applications and packages remain distinct but reside within a unified codebase.

This structure shifts your perspective on code relationships. Instead of managing multiple independent systems, you now oversee a connected one.

⚡ Turborepo’s Arrival

Monorepos alone aren’t sufficient for efficient problem-solving. Without appropriate tooling, they can become cumbersome and slow.

Turborepo revolutionised this.

The first major improvement is intelligent caching. Rather than rebuilding everything repeatedly, only the system’s changing components are rebuilt.

The second improvement is pipeline execution. Tasks like build, test and lint run in a structured dependency order automatically, eliminating manual management.

The third improvement is dependency graph awareness. The system comprehends package connections, eliminating the need for manual coordination.

This transforms the monorepo from feeling heavy to efficient.

🧠 The Mental Shift

The most significant change isn’t technical, but mental.

Initially, the mindset was to split code to reduce complexity, assuming separation inherently simplifies system management.

However, working with monorepos shifts this perspective. Instead of splitting code to reduce complexity, you group it to control it.

Monorepos don’t eliminate complexity; they make it visible, structured and easier to manage as a single system.

🚀 What Actually Improved

Once everything migrated to a monorepo, the improvements became evident in daily development.

Shared code became genuinely shared rather than duplicated, improving type safety as everything existed in a single synchronised system. Testing became more consistent due to a single source of truth, leading to a more predictable and less fragmented developer experience.

Instead of switching between multiple repositories, everything resided in one place, creating a more connected workflow.

⚠️ Monorepos Aren’t a Magic Solution

While powerful, monorepos aren’t magic and come with their own challenges. Initial setup becomes more complex, CI/CD pipelines require advanced features and discipline is needed to maintain the structure. Tooling also plays a crucial role in ensuring efficiency.

Without proper structure, a monorepo can become just as messy as multiple separate repositories.

🧩 When Monorepos Make Sense

Monorepos are suitable when multiple applications share logic, components are reused across projects, strict type consistency is essential and scalability is a priority.

However, if systems are truly independent and don’t share meaningful logic, a monorepo may introduce unnecessary overhead rather than solving problems.

🔮 Final Thought

I didn’t adopt monorepos because they were trendy or popular. I switched because multiple repositories conflicted with my natural system thinking.

Once you view software as a connected system rather than isolated parts, monorepos cease feeling like an option and become a structure that finally makes sense.