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 demonstrates a Windows bias by referencing PowerShell cmdlets as the primary automation method, omitting equivalent Linux scripting examples (such as Bash or Python). Windows-centric tools and terminology (PowerShell, Azure Resource Manager) are mentioned exclusively or before any Linux alternatives. There is no mention of Linux-native automation tools, nor are Linux-specific authentication scenarios or examples provided.
Recommendations
- Include Linux-based automation examples (e.g., Bash scripts, Python scripts) alongside PowerShell examples.
- Explicitly mention how authentication works for runbooks executed on Linux Hybrid Runbook Workers, including any differences or additional steps required.
- Reference cross-platform tools (such as Azure CLI) and provide examples for both Windows and Linux environments.
- Clarify whether managed identities and authentication workflows are identical for Linux and Windows runbook workers, and document any platform-specific caveats.
- Add links to Linux-focused documentation or quickstarts for creating and managing automation accounts and runbooks.
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
|
| 2026-01-11 00:00 | #240 | completed |
Biased
|
| 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
|