AI Agent Observability: Ship Traces, Budgets, and Eval Gates Before Autonomy Production AI agents need more than a good model. They need traces, budgets, approval events, evaluation gates, and final-state verification before autonomy expands.
OpenAI Agents API vs Azure Foundry Hosted Agents: Where Should Your Agent Run? The new managed-agent options are useful, but the real architecture decision is where the agent loop, tools, memory, identity, and observability should live.