

Entra Guest Lifecycle Policies in Preview: Prove the Scope Before Account Enforcement
Entra's latest roundup highlights guest lifecycle policies in public preview. Verify scope, direct membership, precedence, sponsorship, and account-action handling before expanding enforcement.

Christos Panagiotidis
3 min read


Azure Files Revert Snapshot Preview: Plan the Application's Recovery Point and Downtime
Azure Files Revert Snapshot previews whole-SMB-share recovery at the existing endpoint. Plan for blocked I/O, verify the recovery point, and reconcile the complete application before resuming work.

Christos Panagiotidis
3 min read


Kimi K3.1 Pro Comes to Foundry: Test the Work Behind the Million-Token Context
Kimi K3.1 Pro comes to Foundry with text, image, and long-context capabilities. Verify the model contract and compare complete, reviewed workload outcomes before choosing a deployment.

Christos Panagiotidis
3 min read








