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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
Summary:
The documentation provides both Linux (Ubuntu/k3s) and Windows (AKS/PowerShell) examples for configuring kubectl access, but the Windows/PowerShell example is presented after the Linux example and is clearly labeled for AKS. The PowerShell example is more complex and uses Windows-specific scripting, which could be seen as a bias if Linux/Bash alternatives for AKS are not provided. However, the rest of the documentation uses cross-platform tools and Bash/console commands, with no exclusive reliance on Windows tools or patterns.
Recommendations:
- For the AKS section, provide both PowerShell and Bash (or Azure Cloud Shell) command examples, as AKS can be managed from Linux/macOS as well as Windows.
- Clearly indicate that both Linux and Windows clients can be used for AKS, and provide parity in scripting examples.
- Where possible, use cross-platform commands first (e.g., Azure CLI, Bash), and include PowerShell as an alternative, not the default.
- Review other sections for any implicit assumptions about the user's OS, and ensure that instructions are inclusive of both Linux and Windows environments.
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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 |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |