Question 1

Why your existing governance does not fit

Accepted Answer

PR reviews, secrets policies, and AppSec processes were designed for a world where code arrived line by line. AI tools generate entire applications in an afternoon. The mismatch is structural, not behavioral, and tightening existing processes will not fix it.

Question 2

Three patterns, three sets of controls

Accepted Answer

Not every internal app needs the same governance. We identified three distinct enterprise patterns: the self-serve platform, the secure prototype, and the governed fleet, each with different failure modes and different controls that matter.

Question 3

A reference architecture your team can act on

Accepted Answer

Six layers, a pattern-specific recommendation, and a deployment flow that connects agent tools, GitHub, and Render into a governed path from prompt to production.

Securing and Governing Internal Apps in the Age of Vibe Coding

What this white paper covers

Securing and Governing Internal Apps in the Age of Vibe Coding

What this white paper covers