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

cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
L
LINUX DO - 最新话题
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
Forbes - Security
Forbes - Security
博客园 - 司徒正美
Hugging Face - Blog
Hugging Face - Blog
W
WeLiveSecurity
Jina AI
Jina AI
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
N
News and Events Feed by Topic
V
V2EX
Stack Overflow Blog
Stack Overflow Blog
Engineering at Meta
Engineering at Meta
PCI Perspectives
PCI Perspectives
Martin Fowler
Martin Fowler
T
The Exploit Database - CXSecurity.com
F
Full Disclosure
WordPress大学
WordPress大学
S
Security Affairs
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
S
SegmentFault 最新的问题
P
Privacy International News Feed
IT之家
IT之家
M
MIT News - Artificial intelligence
G
GRAHAM CLULEY
Hacker News: Ask HN
Hacker News: Ask HN
D
DataBreaches.Net
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Google Online Security Blog
Google Online Security Blog
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
C
Check Point Blog
美团技术团队
Security Latest
Security Latest
Cyberwarzone
Cyberwarzone
N
News and Events Feed by Topic
MyScale Blog
MyScale Blog
H
Help Net Security
宝玉的分享
宝玉的分享
The Hacker News
The Hacker News
The Last Watchdog
The Last Watchdog
The Cloudflare Blog
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
爱范儿
爱范儿
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
I
Intezer
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
AI
AI
I
InfoQ
N
News | PayPal Newsroom
TaoSecurity Blog
TaoSecurity Blog

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
AI Is Killing the SaaS Model. And I Think That's a Good Thing.
TAGBA G-Josaphat E. · 2026-06-27 · via DEV Community

I'll be honest with you.

The last time I considered paying for a SaaS product, I caught myself thinking: "Wait. Could I just build this myself?"

And the answer, increasingly, is yes.

That moment changed something in how I see the software industry.


AI democratized building. Nobody fully processed what that means yet.

A few years ago, building a working web app required real technical depth. Months of learning. A team. Infrastructure knowledge. It was a high barrier and SaaS products existed precisely because most people couldn't build their own tools.

That barrier is collapsing.

With AI, a developer even a junior one can now conceive, design, and ship a functional application in days. Not months. A solo student in their bedroom can build what used to require a funded startup.

And here's the logical consequence nobody talks about enough: if anyone can build software, why would they pay someone else for it?


I already think this way. And I don't think I'm alone.

Before subscribing to any tool now, I ask myself three questions:

  • Do I actually need all the features this SaaS offers, or just 20% of them?
  • Could I build a lightweight version that does exactly what I need?
  • Would maintaining it be worth the subscription cost?

More and more often, the answer points toward building my own version.

Not because I'm cheap. But because AI makes it genuinely faster and easier to build a custom solution than to adapt my workflow to someone else's product.

A personal project management tool. A custom dashboard. A note taking app with exactly the features I want. A budget tracker built around my actual habits.

Why pay $12/month for a tool that does 80% of what I need when I can build 100% of what I need in a weekend?


The SaaS products that will suffer

Not all SaaS will die. But I think a specific category is in serious trouble: the simple, single-purpose tools.

The ones that do one thing. Solve one problem. The ones where the value proposition is essentially: "We built this so you don't have to."

That value proposition just got a lot weaker.

If your product's entire moat is "we wrote the code and you didn't have to" AI just erased your moat.

Think about:

  • Simple form builders
  • Basic invoice generators
  • Lightweight project trackers
  • Note-taking apps with no unique angle
  • Simple landing page builders

Every single one of these is now buildable by a motivated developer with AI assistance in a weekend.


The SaaS products that will survive

The ones that survive will have something AI-assisted solo development can't easily replicate:

  • Network effects value that comes from other users being on the platform
  • Data moats insights and intelligence that come from aggregating millions of users' data
  • Deep integrations years of ecosystem connections that would take months to rebuild
  • Compliance and trust regulated industries where "I built it myself" isn't good enough
  • Scale infrastructure the kind of backend complexity that goes far beyond a weekend project

Notion, Stripe, Figma, Linear, these aren't threatened by someone building their own version. They offer something fundamentally hard to replicate alone.

The $9/month form builder with no unique angle? That's a different story.


What this means for developers building SaaS today

If you're building a SaaS product right now, I think this is the most important question you need to answer honestly:

Could a motivated developer with AI assistance replicate your core value in a weekend?

If the answer is yes you have a problem. Not an immediate one. But a growing one.

The market for "we built this so you don't have to" is shrinking. The market for "we built something you genuinely couldn't build yourself" is still very much alive.


My honest take

I think we're entering a world where software splits into two categories:

  1. Personal, custom tools built by individuals for themselves, free, perfectly tailored, AI-assisted
  2. Platform-scale products with network effects, data, compliance, and infrastructure that individuals can't replicate

The middle ground the simple paid SaaS with no unique moat is going to get squeezed from both sides.

And honestly? I think that's good for users. We've been paying subscription fees for tools that were always a little too generic, a little too bloated, a little too expensive for what they actually delivered.

AI is giving us a way out.


What do you think are you starting to build your own tools instead of paying for SaaS? Or do you think paid products will always have an edge that self-built tools can't match?


This is part of a series where I share my honest thoughts on AI, learning, and building in tech.
*Follow along on Facebook