Technology · Systems · Public Service

Notes &
insights.

Reflections on practical technology, user-centered systems, local AI, and the lessons learned from building for real operational environments.

Local AI

Keeping enterprise AI close to the data

Practical considerations when using local models, retrieval, and human oversight in institutional systems.

Upcoming note
Private cloud

Bringing cloud capabilities on-premises

Using hyperconverged infrastructure, containers, Redis, APIs, and local AI to bring cloud-style development into an organization-controlled environment.

Upcoming note
Leadership

Technical leadership is more than knowing the tools

Trust, accountability, communication, and sound judgment matter as much as implementation.

Upcoming note