Built an AI Agent That Actually Runs Agile Sprints End-to-End (Not Just Ticket Generation)

How we architected a production-grade agentic AI system on Kubernetes that orchestrates complete sprint lifecycles using event-driven microservices, episodic memory, and continuous learning