Field notes on federal AI, SBIR mechanics, FedRAMP, and production ML — written for the program managers, contracting officers, TPOCs, and principal investigators who have to make real decisions before the next solicitation closes.
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Modernizing legacy federal software with AI tooling has become its own discipline. A reading of how the open research community treats reverse engineering, dependency mapping, test reconstruction, and incremental migration.
SAM.gov active. SBIR-registered. Teaming-ready today. One email reaches the engineer who will deliver the work.
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