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Technical notes, architecture patterns, and lessons from engineering production AI systems inside Microsoft 365 GCC environments.

Direct Buy: The Procurement Lane IT Directors Keep Driving Past

Procurement isn’t your bottleneck. Your reflex about procurement is. The RFP Reflex Is Killing Projects You Already Funded Watch what happens to a small engagement. A $35k pilot that should start next week becomes a competitive solicitation that starts next fiscal year — if it survives the budget cycle. By the time the award lands, […]

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Agent Builder Is GA in GCC: The No-Code Path to Custom Copilot Agents Is Open

For two years the answer to “can we build our own Copilot agent” in government cloud was “wait for IT, or wait for the roadmap.” That answer just expired. Microsoft’s Agent Builder, formerly Copilot Studio Lite, is generally available in GCC (Government Community Cloud) and GCC-High. A department head can now describe what they want […]

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The Outsiders’ Guide to Washington’s New AI Policy (DATA-04)

Washington adopted its statewide AI policy, DATA-04, on December 11, 2025. It is short, it is enforceable, and most of the people it affects have not read it. If you run or buy technology for a government agency in this state, here is what it actually requires, with the legalese boiled off. One thing up […]

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