Generating AI-Powered Product Descriptions & SEO Metadata in Laravel 13 Using OpenAI
As AI becomes part of modern web applications, one feature I've been working on is automatically...
Tutorials
[8/10]The One-Click Pipeline: How One SSE Stream Orchestrates Everything
Series: Building a Modular Assessment Engine (8/10) The previous posts covered individual modules....
ROI of AI Test Automation: A Calculation Framework for QA Leaders
Every QA leader has faced the same conversation. Leadership asks: "What are we getting for our...
개발자 친구도 못 알아들어서, 제일 쉽게 다시 씁니다 — 스타일시드가 하는 일
"그래서 일반 개발자가 뭘 도움받는데?" 친구의 질문에 답하다 깨달았습니다. 디자이너가 머릿속으로 돌리는 판단을 룰 파일로 박는 것 — 그게 전부라는 걸.
How I built a provider-agnostic AI architecture that automatically switches between Groq, OpenRouter, Ollama, and Gemini.
🚀 Building a Production-Ready Multi-LLM Router with LangChain & FastAPI How I designed...
I Got Tired of Fighting AI-Generated Spaghetti Code, So I Built a Framework That Tames It
If you've used GitHub Copilot for more than a week, you know the pain. You ask it to add a new...
Anthropic preps $965B IPO as agent infrastructure expands to microVMs
The AI industry is hitting a critical maturation point today, defined by Anthropic's quiet sprint...
Getting Your Site Cited by AI Search in 2026: A Front-End Developer's Checklist
AI answer engines — Google's AI Overviews, ChatGPT Search, Perplexity, Gemini — increasingly answer...
I fixed a smolagents bug that confused everyone who hit it (with Sentry watching the whole time)
This is a submission for DEV's Summer Bug Smash: Clear the Lineup powered by Sentry. ...
A LiteLLM circuit breaker that kills runaway agent runs
The bill that ruins a Monday doesn't come from a break-in. It comes from one agent run that got...
Top Audit Trail Platforms to Use in 2026 for B2B and Agentic Applications
B2B software applications must provide security audits to sell to enterprise customers. When moving...
Unused MCP Plugins Are Quietly Eating Your Context: A Weekly Auto-Disable Pipeline
This is a continuation of my "Claude Code environment" series. After the previous post on automating...
Dukaan Digital: Teaching an AI to Read a Kirana Shop So Small Stores Can Compete on ONDC
The problem nobody built for Walk into any Indian neighborhood and you'll find one within 200...
Why an AI Agent Must Never Choose Its Own Acting Subject
An AI agent can generate a valid tool call and still have no legitimate identity behind the...
AI Wrote a GPU Kernel 18 Faster Than Humans. Now Who Reviews It?
Fable generated a CUDA megakernel that beat an optimized baseline by 18.71×. But nobody on the team would have written it — or can fully explain it.
We open-sourced Tanso, a monetization engine for AI
We open-sourced Tanso Core: a self-hosted monetization engine for B2B AI products. Usage metering,...
We open-sourced Tanso, a monetization engine that knows your margin
We open-sourced Tanso Core: a self-hosted monetization engine for B2B AI products. Usage metering,...
I Added More Verifiers to Catch Bad AI Findings. Precision Stopped Improving.
I run a review pass on top of AI-generated findings — code review comments, "this is a bug" claims,...
My Project's Own Instructions Told My Agent to Use Tools That Don't Exist
I keep a CLAUDE.md at the root of one of my repos. It's the file a coding agent reads before it does...
Andrej Karpathy Skills review: a single 189k-star CLAUDE.md
A review of a single CLAUDE.md with 189k+ GitHub stars distilling Karpathy's observations on how AI breaks when it writes code, into a handful of principles.
mattpocock/skills review: a real engineer's .claude, 160k stars
A review of mattpocock/skills, where Matt Pocock opened his own .claude directory: ~36 small composable skills you fork and remix. How it differs from the other trending repos.
Addy Osmani agent-skills review: 24 production skills, 72.6k stars
A review of addyosmani/agent-skills: 24 production-grade skills covering the full lifecycle, with browser work and performance as first-class. What to take even without installing ...
用代码理解 FROST：AI Agent 的家族式治理架构
用代码理解 FROST：AI Agent 的家族式治理架构 如果你正在设计一个 AI Agent 系统，你是否曾经被这些问题困扰： 如何让 Agent...
Prompt A/B Testing: a scientific approach to improving AI response quality
Most production prompts never go through formal comparative testing. Teams change wording on...