Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_tools
windows_first
Summary
The documentation page demonstrates a moderate Windows bias, primarily through the use of Azure PowerShell as the only explicit CLI example for creating loggers with connection string credentials. The PowerShell example is presented before alternatives, and no equivalent Azure CLI, Bash, or Linux-native scripting examples are provided. The documentation references tools (PowerShell) that are most commonly used on Windows, and does not mention or show how to perform the same tasks using cross-platform tools. However, the use of REST API, ARM, and Bicep templates provides platform-neutral options, mitigating the severity of the bias.
Recommendations
  • Add Azure CLI examples for creating and managing loggers, especially for connection string scenarios.
  • Explicitly mention that REST API, ARM, and Bicep methods are cross-platform and suitable for Linux/macOS users.
  • Where PowerShell is referenced, provide equivalent Bash or shell script examples using Azure CLI.
  • Consider reordering examples so that platform-neutral methods (REST API, ARM, Bicep, Azure CLI) appear before PowerShell.
  • Add a note clarifying that PowerShell is available cross-platform, but Azure CLI is often preferred on Linux/macOS.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets