Runtime governance for autonomous AI workflows is becoming framework-native.

Over the last few weeks we’ve been exploring a problem that increasingly shows up once AI systems become more autonomous:

runtime behavior becomes operationally unpredictable.

Not because the models are “bad.”

But because long-horizon agent workflows naturally introduce: