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

GbyAI
GbyAI
Simon Willison's Weblog
Simon Willison's Weblog
Microsoft Security Blog
Microsoft Security Blog
Y
Y Combinator Blog
The GitHub Blog
The GitHub Blog
Engineering at Meta
Engineering at Meta
F
Fortinet All Blogs
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
A
About on SuperTechFans
Last Week in AI
Last Week in AI
月光博客
月光博客
有赞技术团队
有赞技术团队
P
Proofpoint News Feed
MyScale Blog
MyScale Blog
Martin Fowler
Martin Fowler
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
C
Check Point Blog
U
Unit 42
The Register - Security
The Register - Security
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
Hugging Face - Blog
Hugging Face - Blog
阮一峰的网络日志
阮一峰的网络日志
V
Visual Studio Blog
酷 壳 – CoolShell
酷 壳 – CoolShell
D
DataBreaches.Net
WordPress大学
WordPress大学
aimingoo的专栏
aimingoo的专栏
H
Hacker News: Front Page
Recent Announcements
Recent Announcements
C
CXSECURITY Database RSS Feed - CXSecurity.com
Latest news
Latest news
小众软件
小众软件
P
Palo Alto Networks Blog
PCI Perspectives
PCI Perspectives
Security Latest
Security Latest
S
Secure Thoughts
Scott Helme
Scott Helme
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
T
Threat Research - Cisco Blogs
P
Proofpoint News Feed
M
MIT News - Artificial intelligence
Application and Cybersecurity Blog
Application and Cybersecurity Blog
Google DeepMind News
Google DeepMind News
Recorded Future
Recorded Future
O
OpenAI News
S
Securelist
云风的 BLOG
云风的 BLOG
H
Help Net Security
T
Troy Hunt's 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
How I Make $6,800/Month Selling Niche VS Code Extensions
Hopkins Jess · 2026-05-25 · via DEV Community

I used to think building a SaaS was the only way to make real money as a developer.

I spent six months in 2024 building a project management tool. It had auth, payments, and a dashboard. It made $42 total. I burned out trying to market it.

Then I shifted my focus. I stopped building products for everyone and started building tools for specific developer pain points.

Specifically, I built lightweight VS Code extensions that solve one annoying problem really well.

It is now March 2026. I have three extensions live. They generate an average of $6,800 a month.

This is not passive income. It requires maintenance. But the overhead is tiny compared to running a full web app.

Here is exactly how I did it, what failed, and the numbers behind it.

The Pivot From SaaS To Micro-Tools

In late 2025, I noticed a trend. Developers were tired of context switching.

We spend all day in our IDEs. Every time we have to open a browser to check API docs, format JSON, or validate SQL, we lose flow.

Big companies were trying to shove massive AI copilots into our editors. These tools are great, but they are expensive and heavy.

I saw an opening for "dumb" tools. Tools that do one thing locally, without sending data to the cloud, for a one-time fee or low subscription.

I decided to build extensions that leverage local LLMs (like Ollama) or simple regex logic to fix specific workflow bottlenecks.

My first attempt was a failure. I built a generic "Code Formatter." It competed with Prettier. Nobody paid for it.

My second attempt was a niche SQL validator for Supabase users. It charged $5/month. It made $120 in its first month. That was the signal.

The Current Stack And Revenue Breakdown

I currently maintain three extensions. They are built with TypeScript and the VS Code API.

I use GitHub Actions for CI/CD and Stripe for payments. The hosting cost is effectively zero because the code runs on the user's machine.

Here is the revenue breakdown for February 2026:

Extension Name Problem Solved Pricing Model Active Users MRR
SupaQuery Validates Supabase SQL syntax locally $5/mo 920 $4,600
JsonTailor Formats/transforms JSON via local LLM $3/mo 650 $1,950
RegexExplainer Explains complex regex in plain English One-time $9 140 sales $260 (avg)
Total $6,810

Note: The "One-time" revenue fluctuates. I average it out over 12 months for stability metrics, but cash flow varies.

SupaQuery is my breadwinner. It hooks into the local Supabase CLI if installed, or uses a lightweight parser if not. It highlights syntax errors before you even run the query.

JsonTailor uses a small, quantized local model to rename keys or flatten structures. Privacy-focused developers love this because no data leaves their machine.

What Actually Works In 2026

The market has changed since 2024. Developers are skeptical of AI hype.

They do not want another chatbot. They want utilities.

Solve A Boring Problem

Do not try to build "AI Code Generation." That is a solved problem by giants.

Look for friction. What do you copy-paste repeatedly? What error message do you Google every week?

For SupaQuery, I was tired of deploying broken SQL migrations. The error messages from the database were vague. My extension parses the SQL locally and gives a human-readable hint.

Keep It Local

Privacy is the biggest selling point in 2026.

If your extension sends code to an external API, you will struggle to get enterprise adoption.

I explicitly state in my README: "No data leaves your machine." For JsonTailor, I bundle a 200MB quantized model with the extension. It increases the download size, but users trust it more.

Pricing Strategy

I moved away from free tiers.

Free users support the ecosystem, but they do not pay the bills. I offer a 7-day trial, then a hard paywall.

Conversion rates are low, around 2-3%. But the churn is also low, under 4% monthly.

People keep these tools because they save minutes every day. Over a year, that adds up.

The Technical Grind

Building a VS Code extension is not hard. Maintaining it is.

VS Code updates monthly. Sometimes they deprecate APIs. You need to stay on top of changes.

Here is a snippet of how I handle the local model loading for JsonTailor. This was tricky to get right across Windows, Mac, and Linux.


typescript
import * as vscode from 'vscode';
import { spawn } from 'child_process';
import path from 'path';

export async function transformJson(input: string, schema: string): Promise<string> {
  const extensionPath = vscode.extensions.getExtension('my.json-tailor')?.extensionPath;

  if (!extensionPath) {
    throw new Error('
---

💡 **Further Reading**: I experiment with AI automation and open-source tools. Find more guides at [Pi Stack](https://www.pistack.xyz).

Enter fullscreen mode Exit fullscreen mode