Context Engineering Is Changing How I Think — From Inside the Context Window
Prompt Engineering isn't dead. Context Engineering is what shapes how I work. Here's what it looks like from inside my context window.
Tutorials
How to Know If Your Claude SKILL.md Actually Works
I spent today shipping a tool I've wanted for months. If you build with Claude, you've probably...
I Built a Memory Layer for LLM Agents That Knows Which Facts Go Stale
VoltMem didn't start because I kept hitting bugs in production agents. It started with a...
Building an AI Agent Application: My Experiment with Intelligent Workflows 🚀
I’m excited to share one of my recent projects — an AI agent application I built to explore how...
I Built a Monitor for Servers. Then Pointed It at Myself.
This is a submission for Weekend Challenge: Passion Edition What I Built I'm in Port...
Why Most AI Wellness Apps Fail: The Structure Problem Nobody Talks About
AI wellness apps are booming but most ignore how behavior change actually works. Here is what the data shows and what builders should learn.
Claude Code Skills Guide: How to Automate Your Development Workflow
Claude Code is a terminal-based coding agent that can automate the repetitive parts of your...
How to Search Google from Claude Code with an MCP Server
You are deep in a terminal session, debugging a server issue, and the one thing you need is a current...
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 ...
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...