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:
⚠️ windows_first
Summary:
The documentation page lists .NET and ASP.NET Core provider libraries first and in greatest detail, with their samples and release notes highlighted before those for Java, Python, JavaScript, and Go. This ordering and emphasis reflects a 'windows_first' bias, as .NET and ASP.NET Core are primarily associated with Windows development. There are no explicit PowerShell examples or Windows-only tools mentioned, but the prioritization of Windows-centric frameworks may make Linux or cross-platform users feel secondary.
Recommendations:
  • Reorder the provider libraries table to alternate or group by language family (e.g., .NET, Java, Python, JavaScript, Go) or by popularity, rather than always listing .NET/.NET Framework first.
  • Explicitly mention the cross-platform support of .NET Core and .NET 5+ to clarify that these libraries are not Windows-only.
  • Add a note or section highlighting Linux and container-native usage patterns, especially for Java, Python, and Go.
  • Ensure that sample links and documentation for non-Windows platforms are as prominent and detailed as those for .NET.
  • Consider including a brief statement about the parity of features and support across platforms, and encourage feedback from Linux and macOS users.
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Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ✅ Clean
2025-09-15 00:00 #112 completed ✅ Clean
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-13 00:00 #110 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-09-11 00:00 #108 completed ✅ Clean
2025-09-10 00:00 #107 completed ✅ Clean
2025-09-09 00:00 #106 completed ✅ Clean
2025-09-08 00:00 #105 completed ✅ Clean
2025-09-07 00:00 #104 completed ❌ Biased
2025-09-06 00:00 #103 completed ❌ Biased
2025-09-05 00:00 #102 completed ❌ Biased
2025-09-04 00:00 #101 completed ✅ Clean
2025-09-03 00:00 #100 completed ✅ Clean
2025-09-02 00:00 #99 in_progress ❌ Biased
2025-09-01 00:00 #98 in_progress ❌ Biased
2025-08-31 00:01 #97 in_progress ❌ Biased
2025-08-30 00:01 #96 in_progress ❌ Biased
2025-08-29 00:01 #95 completed ❌ Biased
2025-08-28 00:01 #94 in_progress ❌ Biased
2025-08-27 00:01 #93 in_progress ❌ Biased
2025-08-26 00:00 #92 in_progress ❌ Biased
2025-08-25 00:01 #91 in_progress ❌ Biased
2025-08-24 00:00 #90 in_progress ❌ Biased
2025-08-23 00:00 #89 in_progress ❌ Biased
2025-08-22 00:01 #88 completed ❌ Biased
2025-08-21 00:01 #87 in_progress ❌ Biased
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-08-12 00:00 #78 in_progress ❌ Biased
2025-08-11 00:00 #77 completed ✅ Clean
2025-08-10 00:00 #76 completed ❌ Biased
2025-08-09 00:00 #75 completed ❌ Biased
2025-08-08 00:00 #74 completed ❌ Biased
2025-08-07 00:00 #73 completed ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ✅ Clean