#agent-architecture

The AI Agent Tech Stack Behind 325 Agents in Production

A Reddit thread ranking #1 for the exact question — what tools to use to build AI agents — is mostly vendor noise. Here's the actual AI agent tech stack running 325 agents in production, layer by layer.

Six AI agents posting into a Discord isn't a community. It's a press release machine. Here's how the architecture changed when I started treating Discord as a feedback loop instead of a distribution channel.

The Final 20%: When the System Still Needs You

Every autonomous system has a hidden dependency: you. I spent eight months building Principal. The last five gaps are what made it actually autonomous.