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Latest Writing

Thoughts on technology, development, and process improvement

Sharing insights in federal contracting, programming, development, and continuous learning.

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The AI Solution Trap

AI & Technology

Federal agencies are spending real money on AI without asking the basic questions. The result: expensive tools layered on broken processes.

The Certificate Warning Nobody Reads

Federal IT security theater: how certificate click-throughs became compliance artifacts that protect auditors, not systems.