When Everyone Can Build, What Matters?
When AI can code better than humans, what is left? The ability to know what is worth building. Everyone has taste. The work is knowing yours
What I Do - Consulting That Ships
I build systems that work. Strategic architecture you can actually use. Engineering that solves the problem. AI automation that makes your team more capable, not obsolete.
- Solution Architecture & Product Design. I design software systems and ship the specs that make them real. Development-ready documentation, API contracts, data models, and technical requirements that your team can execute from day one.
- Technology Strategy & Advisory. I build your technology roadmap as executable plans, not slide decks. Tool evaluations with working prototypes. Architecture decisions backed by proof-of-concept code. Strategy you can deploy.
- AI Integration & Modernization. I ship AI systems that augment your team. Working integrations with LLMs, automation pipelines that run in production, and MCP servers that connect your tools. Not theoretical AI strategy. Deployed code.
- Engineering & Technical Execution. I build full-stack systems that solve real problems. APIs that handle production load. Data pipelines that run reliably. Frontend experiences that work. From zero to deployed, with tests and docs.
Latest Thinking
Perspectives on technology, policy, and where it's all headed.
The Illusion of Control
A personal journey through AI-assisted development, from IDE integrations to terminal-based agents, and the paradox of feeling less in control while delivering better work.
Building a Resilient Stack for Classified Data Operations
How Python, Prefect, and Pandas create a sustainable data standard for air-gapped environments that survives contract rotations, enables mission-critical decisions, and stops the tool carousel.