RC RANDOM CHAOS

AI orchestration

3 posts

2026's AI failures aren't model failures
Article

2026's AI failures aren't model failures

AI deployments fail at orchestration, not capability. Building validated pipelines around the model - not completing the task - is the real job.

Certified is not secure
Article

Certified is not secure

Volkswagen blocking GrapheneOS shows what it costs when one attestation flag replaces a real risk decision, and why orchestration beats a longer blocklist.

Managed Agents pricing is an architecture decision
Article

Managed Agents pricing is an architecture decision

Claude Managed Agents pricing isn't a cost center - it's an orchestration lever. Here's how to evaluate it against real total cost of ownership.