How to Build Your Own AI Agent: The Complete Architecture for Engineering Teams

Generic AI tools can help engineers write code, but building an AI agent that truly understands your systems is a different challenge entirely.

We walked through the architecture behind production-grade engineering agents — from context systems and vector databases to MCP integrations, observability, human-in-the-loop controls, and how to safely let agents take action.