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
windows_first
powershell_heavy
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for migrating Batch pools to Spot VMs, but the PowerShell examples are given their own dedicated section ('Option 2'), while Linux-specific shell examples (bash, etc.) are not explicitly mentioned. The CLI examples are cross-platform, but PowerShell (primarily a Windows tool) is highlighted as an alternative automation method, and no Linux-native scripting or tool examples (e.g., bash scripts, cloud-init, etc.) are provided. The documentation refers to PowerShell before mentioning the Azure portal UI, and does not offer parity for Linux users in terms of scripting or troubleshooting examples.
Recommendations
  • Add explicit bash shell script examples for common migration and validation tasks, demonstrating usage on Linux and macOS.
  • Clarify that Azure CLI commands are cross-platform and provide sample usage in bash/zsh (e.g., with environment variables, piping, jq for JSON parsing).
  • Include troubleshooting steps or validation examples using Linux-native tools (e.g., curl for REST API calls, jq for JSON output).
  • If PowerShell is mentioned as an automation method, also mention bash scripting or other Linux automation tools for parity.
  • Consider reordering sections so that cross-platform or Linux-native methods are presented before or alongside Windows/PowerShell methods.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean