What should stay private?
Professional lessons have value, but useful abstraction matters when the original context carries confidentiality risk.
Now
Current work and active questions.
This page keeps the site honest about what is being explored now, what is still forming, and what deserves more attention next.
Current focus
Making private thinking public without pretending it is finished.
Software field notes
Turning real project experience into useful public lessons without exposing private implementation details.
Enumeration and generators
Testing when richer domain values and small generators remove friction instead of adding ceremony.
Cognition and tools
Studying how AI and software tools change attention, comparison, memory, and learning.
Field notes
Questions I Am Carrying
These are working questions, not finished positions.
When does a pattern earn its place?
A technique should justify the weight it adds. That applies to source generators, package boundaries, and process changes.
What changes judgment?
Tools can accelerate work, but the deeper question is whether they improve the human decision being made.