01
From Additional Duty To AI Practitioner
How AI moved from an additional duty into the center of my work, and why CADE became the proof point.
Read noteCADE Field Notes
The working story behind the case study.
These notes track how CADE developed in practice: the background, design choices, mistakes, iterations, and lessons behind the polished project proof.
02
Why My Background Made CADE Possible
CADE was built with AI assistance, but it came from years of wargaming, simulations, military education, and partner-force training.
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