Articles
Notes on engineering, AI, and leadership.
Selected writing and posts. Most originate on LinkedIn.
2026
Autonomy Is the Floor. Agency Is the Multiplier.
I used to think autonomy was a luxury. Something startups could afford because the stakes were low. Something mature companies grew out of as deadlines tightened, customers got bigger, and the cost of mistakes started showing up on quarterly earnings calls.
2026
The Impact of AI and Agentic Automation on Team Topologies: Risks and Challenges
The landscape of software development is undergoing a profound transformation with the rapid advancement of Generative AI and agentic automation. These technologies promise to revolutionize how teams operate, from code generation to complex workflow orchestration. In this article, I am analyzing the critical risks and challenges that AI present to the established principles and best practices for effective Software Engineering team structure.