Document Details
Getting Started
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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
⚠️
powershell_heavy
⚠️
windows_tools
⚠️
missing_linux_example
Summary:
The documentation page demonstrates a moderate Windows bias, especially in the .NET/ASP.NET section, where Windows tools (Visual Studio, Azure PowerShell) are listed before or alongside cross-platform or Linux-native options. Some quickstart links default to Windows or PowerShell tabs, and the 'Next step' action promotes an ASP.NET (typically Windows-centric) workflow. In Python and some other stacks, Windows is present in tab defaults and URLs, and Linux options are not always presented first or as equally as Windows ones.
Recommendations:
- Ensure that Linux and cross-platform CLI examples are presented before or alongside Windows/PowerShell options in all language stacks.
- Avoid defaulting to Windows or PowerShell tabs/links in quickstart guides; instead, use neutral or Linux-first defaults where possible.
- For .NET/ASP.NET, explicitly provide Linux-based development and deployment workflows (e.g., using .NET CLI on Linux, VS Code on Linux, Azure CLI) and highlight them equally.
- In 'Next step' and similar callouts, rotate or randomize the stack/language to avoid always promoting Windows-centric workflows.
- Audit all quickstart and tutorial links to ensure Linux and cross-platform instructions are present, up-to-date, and as detailed as Windows equivalents.
- Where Windows tools are mentioned (e.g., Visual Studio, PowerShell), always mention Linux alternatives (e.g., VS Code, Azure CLI, Bash) in parallel.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-09-15 00:00 | #112 | completed | ❌ Biased |
| 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 | ❌ Biased |
| 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 | ❌ Biased |
| 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 |
| 2025-08-16 00:00 | #82 | in_progress | ❌ Biased |
| 2025-08-15 00:01 | #81 | in_progress | ❌ Biased |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-13 20:48 | #44 | cancelled | ❌ Biased |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ❌ Biased |