

Microsoft Foundry Operations: Make the Dashboard Show Coverage Before Cost
Microsoft's Foundry dashboard guidance joins inventory, usage, cost, and ownership. Start by proving collection coverage and freshness so missing subscriptions or failed joins never look like healthy zeros.

Christos Panagiotidis
3 min read


Azure SQL Scaling: Why 50 Percent Complete Is Not an ETA
Microsoft's latest Azure SQL scaling guidance explains why duration varies. Interpret operation progress correctly, preserve the diagnostic record, and verify application recovery before closing the change.

Christos Panagiotidis
3 min read


Azure MCP Threat Modeling: Read-Only Does Not Mean the Data Is Safe
Microsoft's new Azure MCP threat-modeling guidance goes beyond blocking writes. Bound identities, treat tool output as untrusted, minimize exposed data, and verify controls for the actual deployment.

Christos Panagiotidis
3 min read








