Implementing Fairness Gates in Your CI/CD Pipeline
Block model deployment when bias metrics fail — a Python + scikit-learn + GitHub Actions implementation, built for EU AI Act Article 10 compliance but useful for any team shipping ...
Tutorials
12 Stories In, and a Journalist Came to Interview Me
36 Stratagems Series · Arc 2 (Against Enemy, #7-#12) Wrap-Up This article has 7 sections: I....
Tifo Forge: Turning Football Passion Into a Stadium Tifo
This is a submission for Weekend Challenge: Passion Edition. During the World Cup, millions of...
Your AI agent's smallest diffs are its most dangerous
Last month, an AI coding agent handed me a beautiful fix. Five lines. Elegant. It reused an existing...
Your SaaS Mascot Should Do More Than Just Sit There
Interactive Rive mascots can react, think, talk, and connect to real AI, SaaS, web, and mobile...
Sending Claude Code on a Daily GitHub Patrol — Auto-Scoring Useful OSS and Skills
I kept meaning to browse GitHub for good tooling, but "whenever I felt like it" never turned into a...
Do We Actually Need Fable 5? A Reality Check on Frontier AI
Now that Fable 5 is open to the public again, I decided to jump back in and start tinkering. So,...
The benchmark that built the tools
How we measured a markdown knowledge graph as agent memory — lost to grep, rebuilt our search and...
$440 Million in 45 Minutes: When a Company's Own Automated System Loses the Company's Own Money
Knight Capital, Zillow, and a Replit AI agent: three cases where a company's own automated system...
SDLC in the AI Era with Spec-Driven Development
Learn how spec-driven development turns AI from a coding shortcut into a governed delivery system for reliable, traceable .NET and Azure software.
Agentes de código: já leu a documentação oficial?
Disclaimer Este texto foi inicialmente concebido pela IA Generativa em função da...
RAG - Meta Filtering and Reranking
Generally, when a user asks a query, the system searches for the relevant chunks stored in the vector...
I Built an AI Agent with Claude's Tool-Use Loop (Web Search, SQL, and More)
"AI agent" gets thrown around so much I figured I should just build one instead of reading more...
I built a browser CAD where you type a sentence and walk through the house
Concept design for a building is slow and expensive. A homeowner planning an extension, or a...
We checked 120 keywords: ranking #1 on Google gives you a coin flip at being cited by its AI
Every SEO team has been asked the same question this year, and most can't answer it: when Google...
CaravanAI: Bringing Conversational Etiquette to Passion-Driven Travel
This is a submission for Weekend Challenge: Passion Edition What I Built Every great...
Tracepath — I Built an AI Agent Audit Middleware in One Weekend
This is a submission for Weekend Challenge: Passion Edition What I Built Tracepath is an...
Hobby Showdown: Giving Every LEGO Creation Its Moment in the Spotlight
This is a submission for Weekend Challenge: Passion Edition What I Built I’ve always...
Loop Engineering: The Six-Layer Architecture Behind Self-Improving Agents
Loop Engineering: The Six Architectural Layers That Separate Self-Improving Agents From...
The ForgeStack Release Wave: Four New Libraries and the Missing Pieces for Real-Time, AI-Powered Apps
Source and repos: github.com/yaghobieh · Portal: forgedevstack.com On July 12, 2026 we pushed the...
Documents Aren't Bags of Chunks
One thing kept bothering me about retrieval systems: they often destroy the document before...
Why Your AI Agent Is Reading 10x More Data Than It Needs
Everyone wants smarter AI agents. We compare models. We tweak prompts. We experiment with system...
A rulebook of how money code breaks, and an agent that refutes its own findings
Money bugs pass review Money bugs are rare per repository and expensive when they happen....
What is going on?
Playing the game of writing technical post was funny two years ago. Now, I am a mod and it is...