Framework
ways to reason about agent, model, and workflow decisions.
2 articles
A Practical Architecture for Agentic AI Workflows
A vendor-neutral reference architecture that separates model proposals from authorized actions, with evidence, validation, recovery, and human escalation.
When Should an AI Agent Escalate to a Stronger Model?
Escalate for a diagnosed capability gap with a checkable result. Missing evidence, denied permission, and human decisions need a different response.