Originally published in AWSBuilder The hardest problem in AI-driven operations is not getting an...
AWS separates EKS remediation: AI proposes, Cedar enforces policies via deterministic evidence, executors apply decisions. For operations teams: model confidence is advisory. Authorization enforces compliance rules and operational invariants, preventing unsafe autonomous actions.
Originally published in AWSBuilder
The hardest problem in AI-driven operations is not getting an agent to
diagnose an incident.
Modern models can correlate logs, metrics, deployment events, traces,
Kubernetes state, and historical incidents well enough to produce
Autonomous AI agents are no longer confined to sandboxes—they now execute real actions against...
aws.amazon.comIn this post, we use a lakehouse data agent to demonstrate how you can use Policy for deterministic access control and Lambda…
aws.amazon.com
I've been building AI-powered features for a while now, and the hardest conversations I have with my...
aws.amazon.comLearn about new capabilities in Amazon Bedrock AgentCore: temporal policies powered by Dogwood, a new open source policy language…
aws.amazon.com
API keys authenticate software. Policy objects decide what that software is allowed to do. The...
AI agents can help with Kubernetes security reviews, but direct cluster access turns a useful assistant into a control-plane…
