A first-hand experiment: I gave an AI agent access to my cloud operations for seven days. Here's what it handled well, what broke, the near-miss that scared me, and whether AIOps is actually ready for real on-call work.
Turn a coding-benchmark audit into a reproducible task-state model, sensitivity analysis, and acceptance rule.
Test full-duplex AI voice across calls, route changes, backgrounding, permissions, and weak networks with a reproducible device matrix.
Use the new OpenAI Agents SDK and FastAPI template as a trigger to test UI, API, authorization, persistence, and cancellation together.