Practical guidance on capture management, cost estimating, and winning government contracts. Built on 20+ years of defense acquisition experience.
A .docx file isn't a proprietary blob — it's a ZIP archive of XML files with clean separation of concerns. Understanding that architecture changes how you should think about AI-powered document generation.
There's no shortage of people talking about AI-assisted development. What's harder to find is a plain account of what the process actually looks like when it works. Here's what I do, here's why, and here's what happens.
Technical debt in defense software isn't a failure of planning. It's the accumulated cost of every reasonable decision made under pressure, compounding quietly until the system groans under its own weight.
25 percent of the aerospace and defense workforce is at or beyond retirement age. The institutional knowledge that makes legacy tools usable is walking out the door.
How to use AI to process CUI documents without ever sending sensitive data to the cloud. A practical architectural pattern for government contractors.
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