framework
Agent framework named as depending on LiteLLM as its model gateway.
No evidence-backed relationships are recorded.
AgentCore runtime instances stretch agent sessions from eight hours to fourteen days. The architecture problem becomes a configuration choice, and a utilisation bet.
Reality
Akamai says half of enterprise AI deployments miss their own latency targets at peak load. The arithmetic points at where the work runs, not at how much GPU sits behind it.
Reality
A field guide on dev.to describes a logistics agent that cleared 94% of test cases and 11% of 4,000 real tickets a day. The model was fine. Nobody designed the system around it.
Reality
Agent Governance Toolkit puts policy checks in the execution path rather than the prompt. The seam: the kernel is middleware inside the agent's process, so containers still do the isolating.
Reality
A backdoored LiteLLM build was downloaded about 47,000 times in a three-hour window. Most agent incidents never get a CVE, so your scanner dashboard is not the control you think it is.
Reality