Writing / Index
Two Ways to Harness AI
Lilian Weng just published a deep survey on harness engineering: the scaffolding systems that make AI agents capable and self-improving. We've been building something called Harness too — but at a different layer. Here's what that difference reveals about where AI governance actually lives.
Running an AI Operations Agent for a Mobile Vet Startup
At Nala Vet, we run a single fly.io machine as an always-on AI operations agent for our mobile veterinary clinic. It reads our CRM, reschedules appointments, sends SMS, opens PRs on GitHub, and posts a daily briefing to Telegram — all from one container. Here's exactly how we built it and what we learned.
HomuncuCLAW: A Telegram Coding Agent on AWS for This Blog
How I built HomuncuCLAW — a Telegram-driven Hermes coding agent on AWS — that maintains this blog. SSH over Tailscale, kamal app exec into the Rails container, and a few sharp edges worth writing down.