DRA turns GPU–NIC topology into an inference scheduling constraint
Red Hat’s A100 tests show why a valid Kubernetes device allocation can still be a bad inference allocation—and how cross-driver topology matching can prevent it.
Red Hat’s A100 tests show why a valid Kubernetes device allocation can still be a bad inference allocation—and how cross-driver topology matching can prevent it.
Red Hat’s Critical advisory covers 32 CVEs and publishes new digests for the Developer Hub application, operator and operator bundle.
Red Hat’s UK CIO survey finds near-universal confidence in agent security despite limited data-flow, dependency and vendor-risk visibility.
The release removes workspace recreation from IDE changes while DevWorkspace Operator 1.0 gives administrators new network-policy and reconciliation decisions.
The update removes broad authenticated-user access and makes approval requirements and approver records immutable after task creation.
The public benchmark tests whether coding-agent and model combinations can move applications among Jakarta EE, Quarkus and Spring without losing working behavior.