Work

The control plane died, SSH keys were lost, and TLS certs were expiring in three weeks. I built a new EKS cluster from scratch and migrated 260 production deployments — solo, zero downtime.

Three years of stalled progress. Five integrated systems. 32,000 metadata changes. No documentation. I learned the platform from zero and delivered what three years of previous effort couldn't — then stayed to fix the architecture.

How I built a human-in-the-loop AI agent that cut daily PM overhead from three hours to under one — without sacrificing auditability or trust.

Multiple AI agents, multiple projects, no way to coordinate. A decentralized communication protocol using Git as the mail server and Markdown as the message format. No application server. No database. No API.

24 beta releases in 18 days. Architecture migrations, security audits, and a freemium business model — all built by one person with Claude Code, governed by documents that keep the AI agent productive across sessions.

Every productivity system failed within weeks. So I applied enterprise architecture patterns — version control, autonomous agents, separation of concerns — to build a personal system that generates data through conversation instead of demanding compliance.