Document Details
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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 Linux/Ubuntu (bash) and Windows/AKS (PowerShell) examples for configuring kubectl access, but the AKS/PowerShell instructions are presented second, and the PowerShell example is more verbose and detailed. There is a slight Windows bias in the explicit mention of opening a PowerShell prompt and the use of Windows-specific scripting constructs, while Linux instructions use standard bash. However, most other tooling (kubectl, k9s, mosquitto, mqttui, MQTT Explorer) is cross-platform and the examples are generally platform-agnostic.
Recommendations
- Present Linux and Windows instructions in parallel (side-by-side tabs or sections) to avoid implicit prioritization.
- Clarify that AKS can be managed from Linux as well, and provide bash equivalents for PowerShell commands where possible.
- Explicitly mention that tools like kubectl, k9s, mosquitto, mqttui, and MQTT Explorer are available on both platforms, and link to installation instructions for both.
- Where PowerShell is used, offer bash alternatives for Linux users, especially for scripting or token extraction steps.
- Review screenshots and UI instructions to ensure they are not Windows-centric (e.g., referencing Windows terminal features or file paths).
Create Pull Request
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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| 2025-09-11 00:00 | #108 | completed |
Clean
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| 2025-08-11 00:00 | #77 | completed |
Clean
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| 2025-08-10 00:00 | #76 | completed |
Clean
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| 2025-08-09 00:00 | #75 | completed |
Clean
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| 2025-08-08 00:00 | #74 | completed |
Clean
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| 2025-08-07 00:00 | #73 | completed |
Clean
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| 2025-08-06 00:00 | #72 | 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 |
Biased
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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