Shipping a Consumer AI Product in 12 Weeks: What Actually Eats the Time
Twelve weeks from a private beta to a public launch. The product was the part I worried about least. The window went on billing correctness, gate enforcement, and knowing within minutes that something had broken.
SingleFile Swallowed AWS Cost Explorer Whole
Save Page As has been broken for years because web pages stopped being documents. SingleFile captured one of AWS's heaviest dashboards into one perfect HTML file.
Giving Claude Eyes with a Half-Folded Laptop
How a spare laptop's webcam let Claude see a CyberPi's screen and finally know when its own code actually worked.
MCP: Building AI Tools That Connect to Everything
Learn how Model Context Protocol (MCP) eliminates AI integration chaos. Complete guide with Python/TypeScript examples, architecture patterns, and production best practices.
AI Function Calling in 2025: Build Agents That Actually Work
Implement AI function calling with OpenAI, Anthropic, and local models. Complete guide with error handling, streaming, and production-ready patterns.




