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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:
⚠️
powershell_heavy
⚠️
windows_first
Summary:
The documentation demonstrates a moderate Windows bias. PowerShell examples are provided first and in greater detail, with variable setup and multiple access scenarios. Azure CLI (Bash) and REST examples are present, but PowerShell is prioritized and more thoroughly explained. There are no explicit Linux-specific tools or shell examples beyond Azure CLI, and no mention of Linux-native scripting or automation approaches. The documentation assumes familiarity with PowerShell, which is traditionally a Windows-centric tool, despite its cross-platform availability.
Recommendations:
- Present Azure CLI (Bash) examples before or alongside PowerShell examples to avoid implying PowerShell is the primary or preferred approach.
- Expand Azure CLI sections to match the detail and coverage of PowerShell sections, including variable setup and all access scenarios.
- Explicitly mention that PowerShell and Azure CLI are both cross-platform, and clarify that all examples work on Linux, macOS, and Windows.
- Where possible, add Linux-native automation examples (e.g., Bash scripts, cron usage) or reference Linux shell scripting in the context of automation.
- Review language to ensure it does not assume a Windows environment or familiarity with Windows-specific tools.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-09-14 00:00 | #111 | completed | ❌ Biased |
| 2025-08-14 00:01 | #80 | in_progress | ❌ Biased |
| 2025-07-13 21:25 | #47 | cancelled | ❌ 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 |