Document Details
Automation Security Overview
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
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation page exhibits a Windows bias by referencing PowerShell cmdlets as the primary method for automation, mentioning Azure Resource Manager and PowerShell together, and omitting equivalent Linux/CLI examples or tools. There is no mention of Bash, Azure CLI, or Linux-specific automation patterns. The language and examples assume a Windows-centric environment, with no guidance for users operating from Linux or cross-platform environments.
Recommendations
- Include equivalent examples using Azure CLI (az) commands alongside PowerShell cmdlets.
- Explicitly mention that runbooks can be authored in Python or Bash, and provide examples for these languages.
- Reference cross-platform tools and patterns, such as Bash scripting or Linux cron integration, where applicable.
- Ensure that instructions for authentication and permissions are not tied exclusively to Windows tools or terminology.
- Add a section or callout for Linux/macOS users, highlighting any differences or additional steps required.
- Review and update terminology to be platform-neutral (e.g., refer to 'command-line tools' instead of only 'PowerShell').
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-19 00:00 | #398 | in_progress |
 Clean
|
| 2026-02-18 00:00 | #394 | in_progress |
Clean
|
| 2026-02-17 00:00 | #390 | in_progress |
Clean
|
| 2026-02-16 00:00 | #386 | in_progress |
Clean
|
| 2026-02-15 00:00 | #382 | in_progress |
Clean
|
| 2026-02-14 00:00 | #378 | in_progress |
Clean
|
| 2026-01-14 00:00 | #250 | in_progress |
Clean
|
| 2026-01-13 00:00 | #246 | completed |
Clean
|
| 2026-01-12 00:00 | #243 | cancelled |
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
|
| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Clean
|
| 2026-01-06 18:15 | #225 | cancelled |
Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Biased
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
|