Killing the State Machine: Declarative AI Coding Agents with an Orchestration System

Background I have built a number of agentic systems over the last year. I built a PII detection system with LangChain and Vertex AI that scans documents and redacts sensitive data without human review. I built an API compatibility guardian using LangGraph that catches breaking changes before they reach production. And I built a production-grade […]