My SaaS was silently broken for 4 days because an AI My app was broken for four weeks and I didn't notice. So I got rid of the API.
On June 14th, the weekly brief feature of my product died. No crash, no alert, nothing in my inbox....
Tutorials
BMad Method vs AI-DLC: Two AI Development Frameworks Compared
AI coding agents are everywhere. ChatGPT, Claude Code, GitHub Copilot, Cursor, Amazon Q. They write...
HACKHAZARDS'26
Dial2AI: Making Generative AI Accessible Through a Phone Call No Internet. No Smartphone. No App....
Multi-Agent Systems Break at the Collaboration Plane | Focused Labs
Multi-agent systems fail when shared collaboration state disappears. Build a traceable collaboration plane for claims, findings, handoffs, and evals.
What do you use AI for the most?
At work, I use Claude, ChatGPT and Copilot, depending on the task I have. Sometimes I create my task...
Ever wish you had a personal drill sergeant or a dramatic movie narrator to hype you up before a big task? I built an app for that. 🗣️🔥 Built with React, Gemini, and ElevenLabs for the Passion Weekend Challenge!
I Built an AI That Yells at You (In a Good Way) Using ElevenLabs & Gemini DEV...
Build a RAG System in Google Colab Before Your Next AI Interview
You don't need to study machine learning for six months to understand RAG. You don't need...
Sutham : Building a Real-Time Multimodal AI Agent with Gemini Live & Gemma 4
This is a submission for Weekend Challenge: Passion Edition What I Built Waste sorting is...
I thought my PDF parser was done — then I ran it on 80 real resumes
Building RAG pipelines, the step that kept letting me down was the very first one: turning a PDF into...
The two scariest parts of autonomous agents — runaway loops and exposed APIs
Everyone I talk to about autonomous agents has the same two fears, and they're both justified: The...
Your embedding axes can move while cosine neighbours stay put
An embedding tour shows how an orthogonal basis switch changes the view while every top-five cosine neighbour stays fixed.
DDD & More: Is Software Design Dead in the Age of Automatons?
Grab your favorite hot sauce, because the tech world is serving up some seriously fiery hot takes on...
Building Maestro AI: Routing LLM Calls So Your Agent Doesn't Burn Sonnet on Summaries
How I built a harness-agnostic model router for Cursor and Claude Code and what broke along the...
Turn any website into clean Markdown for your RAG pipeline (with code)
If you've built anything with retrieval-augmented generation (RAG), you know the unglamorous truth:...
I Got Obsessed With Killing Scrum. So I Built a World Out of 12 AI Agents.
This is a submission for Weekend Challenge: Passion Edition What I Built I built...
Claude Code's Auto Mode Now Default on Major Cloud Platforms
Anthropic's latest release makes autonomous coding the default on major cloud platforms, shifting the governance landscape for enterprise teams.
Your LLM Cannot Tell When It Is Wrong, Build for That
Every LLM hallucinates, and it is not a bug the next model release will fix. Next-token prediction...
Day 07: The Browser Environment & Git
🎯 Learning Objectives By the end of this article, you will understand: How to dissect a...
Stop Guessing: How I Pick AI API Architecture at Every Scale
Stop Guessing: How I Pick AI API Architecture at Every Scale I've been on both sides of this. Two...
Blocking AI crawlers earns you nothing. Here's how to price them instead
Disallow: GPTBot is a wall. Walls don't pay rent, and the crawlers that matter most either ignore...
7 things I learned trying to stop LLM API bills from silently exploding
My first real LLM bill surprise wasn't dramatic. No infinite loop, no viral spike. A retry policy I'd...
Why the codebase is your biggest context bill, and why output compression doesn't fix it
When people think about reducing AI coding costs, they usually think about the model's output: fewer...
Stop sending net-30 reminders: predicting when a client *actually* pays
Every freelancer knows the invoice that goes into the void. You did the work. You sent the PDF. "Net...
Test Mobile AI Input by Capability, Not Device Category
A capability matrix covers keyboards, styluses, foldables, voice, and interrupted networks better than phone-versus-tablet assumptions.