Bio: Vibe code or cry tryin'

Bio: I build and teach. 8 Years Marine Corps, Masters of Science, Farmer.

Bio: Unreliable AI results, hallucinations, and high token costs drain resources. I help businesses plan workflows for accurate, efficient outcomes.

Bio: Marine, married 18 yrs, 4 kids. Just want to help others