Multi-Agent Systems
The Missing Layer Between Your AI Agent and Production
Every engineering team building AI agents eventually hits the same wall. The prototype works. The chain runs. The agent calls a tool, gets a response, and produces something useful. Then someone asks: “Can this run in production?” And the answer, if you’re honest, is usually “not yet.” I’ve been shipping software for 16 years at […]
Your AI Demo Works. Your AI Project Will Not. Here Is Why.
There is a moment in every AI project where everything feels possible. You have a prototype that summarizes documents, or a chatbot that answers questions about your product catalog, or an AI agent that drafts emails from CRM data. The demo works. Everyone is excited. The CEO sends a Slack message with a fire emoji. […]
How to Build a Knowledge Base for Agents
Most companies treat knowledge like a filing cabinet. They store documents and hope people find them when needed. What we do when we start on each AI agent production project is different. We organize knowledge the way a company actually works and we will use this post to break down what that actually means and […]