// 8 min
How I Replaced a $20/Month Server with $1.50 in Serverless
Migrating MarketCapy's backend from a DigitalOcean droplet to Supabase Edge Functions, pg_cron, and Perplexity API.
Supabase iOS Serverless Swift
Latest Thinking
AI-first engineering, iOS development, and the unfiltered reality of building software.
// 5 min
Why I'm Writing About AI-First Engineering
The 17-year setup, the shift, and why I'm writing about it now.
AI Engineering Opinion
// 12 min
GitHub Copilot Custom Agents vs Skills
Two ways to customize Copilot behavior in VS Code — and when to use each.
Development AI VS Code iOS
// 4 min
AI Context Checklist: From Chatting to Architecting
Stop correcting the AI. Start directing it. A practical checklist for getting better results.
AI Engineering Productivity
// 15 min
Local LLM Implementation Guide for iOS Apps
A practical guide to running local LLMs on iOS — MLX, llama.cpp, Core ML, and when each makes sense.
iOS AI Swift MLX