

AZ-104 Complete Learning Environment: 28 Command-First Azure Administrator Labs
Explore an offline-validated, command-first AZ-104 learning environment with 28 labs, 1,250 objective-mapped questions, deterministic break/fix exercises, automated validation, and safe cleanup.

Christos Panagiotidis
7 min read


mssql-python 1.14 Moves Parameter Binding into C++ for Faster Azure SQL Workloads
mssql-python 1.14 accelerates wide parameterized Azure SQL workloads, separates login and query timeouts, and prevents Decimal errors from leaking values.

Christos Panagiotidis
8 min read


Ten MSAL Trace Clues Pinpoint Slow SSMS Logins to Azure SQL
Microsoft's new Azure SQL support method uses ten MSAL trace clues to separate SSMS cache, WAM, Entra, network, token, and database delays.

Christos Panagiotidis
8 min read








