Loop Engineering: Design Systems That Prompt Your AI Agents
How I stopped prompting turn by turn and started designing loops that discover work, run agents, verify results, and remember state across sessions.
Blog
Agentic Engineering with Claude: A Practical Roadmap from Models to Production
A structured path from choosing the right Claude model to shipping code and apps prompting, MCP, Skills, Artifacts, Cowork, Claude Code, and the API.
Universal Commerce Protocol: A Developer's Guide to Standardizing AI Commerce
Learn how UCP solves the N×N integration problem with REST APIs, OAuth 2.0, and webhooks. A technical deep-dive for developers building AI-powered commerce integrations.
Scaling PostgreSQL to Millions of Queries Per Second: Lessons from OpenAI
How OpenAI scaled PostgreSQL to handle 800 million ChatGPT users with a single primary and 50 read replicas. Practical insights for database engineers.
Frontend Engineering with AI Agents: Building Consistent UIs Faster
Learn how to leverage AI agents for consistent UI development, from design-to-code workflows to automated testing. A practical guide for Vue.js developers.