How I Built a Production AI Agent: Architecture, Failures, and What Actually Worked
Last year I shipped an AI agent that cost us $400 in a single afternoon. It got stuck in a loop, calling the same API endpoint over and over, burning tokens on ...
All posts tagged with #architecture
Last year I shipped an AI agent that cost us $400 in a single afternoon. It got stuck in a loop, calling the same API endpoint over and over, burning tokens on ...
I have been building software for over 18 years. In the last two years, my work has shifted more dramatically than in any previous decade. The shift is not abou...
We built our documentation site in Next.js because that's what we knew. Then we discovered Astro shipped our 200-page docs with 12KB of JavaScript. The Next.js ...
Our monolithic React application reached 2.3 million lines of code. Builds took 45 minutes. Three teams blocked each other constantly. We split it into seven mi...
Eight months ago, our engineering team faced a crisis. Our React monolith had grown to 200,000 lines of code, deployments took 45 minutes, and four different te...
Two years ago, I built a multi-tenant SaaS platform that now serves 50,000+ users across 2,000+ organizations. The journey from single-tenant chaos to a properl...
After leading the migration of a 500,000-line React monolith to micro-frontends across 8 teams, I learned that success isn't about the technology it's about und...