Document Details
Tutorial Scaling
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 all Azure CLI commands, but consistently lists Bash first. However, in the 'Send requests' section, the PowerShell example is significantly more complex and uses advanced Windows/PowerShell-specific constructs (RunspacePool, Invoke-WebRequest), while the Bash example uses standard Linux utilities (seq, xargs, curl). No Linux/macOS-specific tools or patterns are omitted, and all tasks can be completed on Linux/macOS using the provided Bash instructions. There is no evidence of exclusive Windows tools or missing Linux examples.
Recommendations
- Consider providing a simpler PowerShell example for sending concurrent requests, or note that Bash/Linux users can use parallel or other utilities if desired.
- Explicitly mention that Bash examples work on Linux and macOS, and that PowerShell examples are for Windows users.
- Add a brief note at the start clarifying cross-platform parity and which shell to use on each OS.
- Where possible, provide parity in complexity between Bash and PowerShell examples, or explain differences.
- If relevant, mention alternative Linux tools (e.g., GNU parallel) for advanced concurrency.
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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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Clean
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