AI systems10 min read
Context Is The Scarce Resource
Why an agentic system’s quality is often determined before the model receives its first instruction.
Read essayField notes
Learning
in public.
Ideas are most useful when someone else can inspect the assumptions. These essays document what I am learning, applying, questioning, and changing my mind about.
Current subjects: AI systems, agentic automation, architecture, leadership, product strategy, electrical engineering, and nanotechnology.
All field notesAI systemsLeadershipLearning log
Leadership9 min read
Create Clarity, Then Give It Away
A servant leader’s job is to make good decisions easier for everyone else; the leader should not become the permanent decision-maker.
Read essayLearning log10 min read
From Bits To Atoms
What changes when a software engineer begins learning to design for matter, energy, and the nanoscale.
Read essayEditorial lanes
Three Inquiries; One Systems Perspective.
The subjects differ in scale, but they share the same discipline: make the model visible, test it against reality, and explain what changed.
Systems that think and act
Context engineering, agentic automation, verification, resource efficiency, and the organizational choices that determine whether AI becomes useful.
Clarity as a shared capability
Servant leadership, technical judgment, product responsibility, mentoring, and the operating systems that help teams become stronger.
Learning the physical world
Electrical engineering, laboratory discipline, materials, measurement, and the long path toward contributing responsibly to nanotechnology.
Editorial promise
No synthetic certainty.
When an idea is exploratory, it is labeled exploratory. When a claim comes from project experience, the context stays attached. When new evidence changes the model, the writing should change with it.
01State the current modelWriting principle
02Expose the assumptionsWriting principle
03Separate evidence from inferenceWriting principle
04Update when reality disagreesWriting principle
Follow the inquiry
The archive starts small on purpose.
Three substantial notes are more useful than thirty empty titles. New writing will appear as the work earns something worth saying.