From a Portfolio Problem to a Multi-Agent AI System: An Engineer's Honest Account

How a single piece of recruiter feedback sent me down a path of DevOps, cloud infrastructure, AI agents, and a lot of hard-won lessons. The Feedback That Started Everything There's a specific challeng