How Agents Actually Get Work Done
Once an agent has a plan, the next question is what happens when it starts
I work on complex systems and try to make them easier to understand.
Most of my career has been spent building and improving technical platforms that support real work at scale. I’ve led product teams, worked closely with engineers, and spent enough time in the weeds to know where things usually break. My focus has always been the same: reduce friction, remove confusion, and make systems behave in ways people can rely on.
I’m currently the Director of Outbound Product Management at Oracle and the Product Owner of Oracle LiveLabs. LiveLabs is used globally for hands-on workshops and technical learning, which means thinking constantly about scale, reliability, and operational clarity.
This site is where I write about the practical side of technical product work. Not frameworks. Not hype. Not vendor positioning. Just the mechanics of how systems behave in the real world.
I write about topics like:
- Why systems become brittle
- Where abstraction helps and where it hides problems
- What breaks when scale increases
- How AI systems behave in practice, not just in demos
- How to reduce operational surprises
I’m a hands-on learner, so when I explore a topic, I usually build something small to see how it actually behaves. When I include labs or experiments, they’re there to build intuition, not to ship to production.
If you work on technical products, infrastructure, AI systems, or complex internal platforms, this site is for you. The goal is simple: make complicated systems feel understandable and predictable, so they’re less frustrating to build and operate.
The views and opinions expressed here are my own and do not represent the views of my employer. Any references to products, services, or technologies are based on personal experience and are shared for discussion and educational purposes.