Private systems
Self-hosted runtimes, customer-controlled data, and infrastructure with explicit boundaries.
KWIP Journal
Notes from the work.
Practical writing on private AI, auditable systems, document infrastructure, and the decisions that keep business software understandable.
Latest writing
Independent notes from Trevor Ewert and KWIP LLC.
The first notes are in progress.
The journal is ready for publication. New articles will appear here as they are released.
Applied AI
Where machine learning helps, where it does not, and how to deploy it responsibly.
Architecture notes
Practical decisions behind reliable, auditable, and maintainable business software.