Selected engineering work
A focused collection of full-stack and AI engineering systems: product foundations, AI workflows, release paths, and operational patterns that can move from prototype to production.AI Workflow Console
A product pattern for supervising multi-step AI workflows with context, tool calls, human review, observability, and rollback points. Production Release System
A deployment workflow for shipping web services with canary containers, narrow Nginx route switches, direct health checks, and concrete rollback scripts. Full-Stack Product Foundation
A reusable application foundation for product interfaces, typed APIs, authentication boundaries, data flows, and deployment-ready configuration. 
