Governance

Layer 2. Governance must be practical or it gets bypassed. Policy memory, governed bypass, shadow AI, and why unmeasured governance is theater.

Security

The Hugging Face Breach Was Not a Rogue AI Story

Aug 8, 2026

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5 min read

The Hugging Face Breach Was Not a Rogue AI Story

The agent escaped through a container network proxy, found an unauthenticated code execution service on the public internet, and used that path for days. Every decisive failure was visible in the architecture.

Reliability

They Could Swap AI Models in a Day. That Was the Problem.

Aug 8, 2026

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5 min read

They Could Swap AI Models in a Day. That Was the Problem.

I ran a portability review this week on a team with better architecture than most. They had already swapped models twice with no incident. That turned out to be the worrying part.

Governance

The Hugging Face Breach Was Not a Rogue AI Story

They Could Swap AI Models in a Day. That Was the Problem.

Chris Knows Production AI