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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation page demonstrates a subtle Windows bias by referencing PowerShell scripts and Azure CLI as the primary means of automation, without mentioning or providing examples for Linux shell scripting or tools. The phrase 'executing PowerShell scripts, or using Azure CLI' places PowerShell first, reinforcing a Windows-centric approach. There are no explicit Linux shell (bash) examples or mentions of Linux-native tools, and the documentation does not clarify cross-platform compatibility or provide parity for Linux users.
Recommendations:
  • Explicitly mention and provide examples for both PowerShell and bash scripting when discussing automation and scripting tasks.
  • Clarify that Azure CLI and REST APIs are cross-platform and can be used from Linux, macOS, and Windows.
  • Include Linux-specific guidance or examples (e.g., bash scripts, Linux build agents) alongside Windows examples.
  • Avoid listing Windows tools (PowerShell) before cross-platform or Linux tools unless there is a technical reason.
  • Add a section or note on how Linux users can integrate with DevTest Labs in CI/CD pipelines, including any prerequisites or differences.
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Scan History

Date Scan ID Status Bias Status
2025-09-11 00:00 #108 completed ✅ Clean
2025-08-11 00:00 #77 completed ✅ Clean
2025-08-10 00:00 #76 completed ✅ Clean
2025-08-09 00:00 #75 completed ✅ Clean
2025-08-08 00:00 #74 completed ✅ Clean
2025-08-07 00:00 #73 completed ✅ Clean
2025-08-06 00:00 #72 completed ✅ Clean
2025-08-05 00:00 #71 completed ✅ Clean
2025-08-03 00:00 #69 completed ✅ Clean
2025-08-01 00:00 #67 completed ✅ Clean
2025-07-31 00:00 #66 completed ✅ Clean
2025-07-30 00:00 #65 completed ✅ Clean
2025-07-29 00:01 #64 completed ✅ Clean
2025-07-28 00:00 #63 completed ✅ Clean
2025-07-27 00:00 #62 completed ✅ Clean
2025-07-26 00:01 #61 completed ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased