AI Agents Need Backend Engineers
A scaffold for explaining why production agents depend on permissions, state, retries, observability, and integration with real systems.
Writing
Essays and working notes on AI systems that survive contact with production.
Building AI Systems That Survive Production
A scaffold for notes on the gap between promising prototypes and AI systems that hold up under real users, policies, failures, and operational pressure.
From Workflow Automation to Agent Platforms
A scaffold for how internal automations can evolve into safer, auditable platforms for agentic work.
My Notes on Becoming an AI-Native Engineer
A scaffolded notebook on skills, habits, and systems for engineers moving from traditional software into AI-native work.
What Healthcare AI Can Learn from Fintech
A scaffold for applying fintech lessons about traceability, risk controls, and reliability to healthcare AI.
Why Evals Are the New Integration Tests
A scaffold for treating evals as part of the engineering contract rather than as a research artifact.