Blog
Articles on AI delivery, architecture, and implementation details.
Short posts that explain what changed, why it changed, and what tools or patterns were involved.
Featured
AI delivery
How I move an AI demo toward production
The practical steps behind turning a prompt-driven prototype into something maintainable, observable, and safe to ship.
Architecture
2026-06-15
Choosing an AI stack without overengineering it
A compact framework for picking providers, orchestration tools, and hosting without adding unnecessary complexity.
Quality
2026-06-13
Guardrails I use when AI touches a real product
A privacy-safe look at evaluation points, constraints, and review gates that keep AI behavior predictable.
Foundations
2026-06-09
Engineering practices that make AI easier to ship
Why solid software foundations matter even more once model behavior is part of the application.