
Vibe Coding Widens Your Attack Surface. Here's What "Make It Secure" Actually Misses.
You scaffolded an app in an afternoon. The model audited it and came back confident. What it missed is exactly where attackers look first.
Practical perspectives on federal IT modernization, DevSecOps, Zero Trust, compliance automation, and getting AI into production. No thought leadership fluff.

You scaffolded an app in an afternoon. The model audited it and came back confident. What it missed is exactly where attackers look first.

M365 assumed work means creating and storing documents. Power Platform assumed the next evolution was letting non-engineers automate those documents. Both bets made sense in 2018. In an AI-native world, both assumptions collapse simultaneously.

A February 2026 federal ruling made it official: anything typed into a public AI platform is potentially discoverable in court. Here's what that means for your organization — and what to do about it.
Most agencies budget for Zero Trust and ATO compliance separately, staff them separately, and run them on separate timelines. That's the wrong architecture — and it's why both take longer than they should.
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