Practitioner thinking
on federal technology.
We write about the things we work on — AI modernization, federal compliance, cloud architecture, and the future of government technology. No fluff, no vendor positioning. Just honest analysis from people doing the work.
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Why Context Engineering Is the Missing Layer in Federal AI Programs
Most federal AI pilots fail not because of the model — but because of how information is structured and passed to it. This post explores context engineering as the foundational discipline agencies are overlooking.
Title IV in the Age of AI: What EdTech Vendors Need to Know Now
As AI tools proliferate in higher education, the intersection of Title IV compliance and automated decision-making is creating new risk for institutions and vendors alike. Here's what to watch.
GCC vs. GCC High: Choosing the Right Microsoft Cloud for Your Federal Program
The decision between Microsoft 365 GCC and GCC High is consequential and often poorly understood. This practical guide walks through the key factors federal program offices need to weigh.
The Small Business Subcontractor's Guide to Getting on a Prime's Radar
Breaking into federal contracting as a small business starts with the right teaming strategy. Here's a practical, no-nonsense guide to how primes actually evaluate and select subcontractors.
Why Federal Modernization Projects Stall (And What Good Business Analysis Prevents)
The most expensive mistakes in federal technology programs happen before a single line of code is written. Strong business analysis is the discipline that prevents them — here's what it actually looks like.
OMB AI Policy in Plain English: What Federal Contractors Need to Understand
OMB's memoranda on federal AI use carry real implications for contractors building AI-enabled solutions for agencies. This post breaks down what you need to know in practical terms.