AI-first engineering
Defines AI-first engineering as accountability-preserving adoption: author of record, verification ladder, and controlled artifacts for organizations where correctness and traceability matter.
Articles
Essays on how we build: accountability in delivery, engineering standards, and systems that institutions can run with confidence.