Notes & Research

Ideas, experiments and things I'm figuring out.

Engineering perspectives, questions I'm investigating, and what I learn from experiments.

Notes

2 November 2026
3 min read

Beyond Writing Code: What Engineering Ownership Means

Getting a feature to 100% does not mean the work is done. What ownership has meant for me: understanding the why, learning after launch, and being honest when an idea is not turning out as expected.

Experiments

AI agents
In progress

Does Persistent Memory Help Coding Agents?

An experiment to learn how memory works for coding agents and whether it helps on real tasks.