All compliance engineering insights security

insights articles

Intent Is the New Interface. Enforcement Is the New SDLC Boundary.

AI-native software development shifts work from syntax to intent, but regulated agentic systems need execution gates that bind intent, approval, policy, and evidence before actions run.

2026-08-02

insights5 min read

The Approval Envelope: Runtime Authorization for AI Execution

Approval workflows are not enough. AI systems need a signed approval envelope that binds identity, action, bounded parameters, and validity before execution can occur.

2026-03-31