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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
Detected Bias Types
windows_first
powershell_heavy
Summary
The documentation provides both Bash and PowerShell examples for key command-line steps, but consistently lists PowerShell examples immediately after Bash, and includes full PowerShell syntax for certificate manipulation. There is some subtle Windows-first bias in the deployment overview, which mentions Windows before Ubuntu, and references Azure Kubernetes Service Edge Essentials (Windows) before K3s (Linux). No critical steps are Windows-only, and Linux users can complete all tasks, but the ordering and inclusion of PowerShell may create minor friction.
Recommendations
- Alternate the order of Bash and PowerShell examples, or group them together to avoid implicit prioritization.
- Explicitly state Linux/macOS compatibility in the prerequisites and throughout the tutorial.
- Provide additional context or troubleshooting tips for Linux users, especially for certificate management and secret handling.
- Ensure that Linux tools and patterns (e.g., Bash, K3s) are mentioned first or equally alongside Windows equivalents.
- Consider including macOS-specific notes if relevant.
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Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-09-05 00:00 | #102 | completed |
Clean
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| 2025-08-05 00:00 | #71 | completed |
Clean
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| 2025-08-03 00:00 | #69 | completed |
Clean
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| 2025-08-01 00:00 | #67 | completed |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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