INSIGHTS / FIELD NOTES

Thinking that survives
contact with production.

Field notes on .NET architecture, modernization, government software, applied AI, blockchain, and reliable delivery.

02
AUGUST 4, 2026 / 1 MIN READ

AI belongs behind your trust boundary

The model is only one participant. Permissions, retrieval, evaluation, human review, and failure handling define whether an AI feature is trustworthy.

03
JULY 30, 2026 / 1 MIN READ

Modernization without the rewrite reflex

The mature modernization question is not “rewrite or don’t.” It is how to reduce risk while increasing the system’s capacity to change.

A SYSTEM WORTH DISCUSSING?

Move from theory
to a defensible next step.

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