Leadership
What AI Actually Changes for Engineering Leaders
A practical look at how judgment, communication, and engineering management evolve when software delivery speeds up.
Writing
Technical and leadership writing
The writing below reflects my thought process, opinions, and evolving perspective on engineering, leadership, technology, and the decisions that shape resilient systems and effective teams.
Engineering
From Checkbox Tests to Real Confidence in Enterprise Systems
Why test quality matters more than vanity coverage metrics in large Spring Boot and microservices environments.
Architecture
Guardrails That Scale Under AI Acceleration
How teams can preserve quality, architecture, and resilience when AI increases delivery speed.