Document Details
Automation Hrw Run Runbooks
❌
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:
⚠️
windows_first
⚠️
powershell_heavy
⚠️
windows_tools
⚠️
missing_linux_example
Summary:
The documentation exhibits a Windows-first and PowerShell-centric bias. Windows instructions, tools, and examples are consistently presented before Linux equivalents, and in some sections, Linux examples are less detailed or omitted. PowerShell and Windows-specific tools (e.g., Control Panel, Windows environment variable dialogs, Windows certificate stores) are emphasized, while Linux instructions are often more generic or less prominent. PowerShell cmdlets are used exclusively in authentication and runbook examples, with no Bash or Python script equivalents for Linux users. Some advanced features (like Hybrid Worker Credentials) are noted as unsupported on Linux, but without Linux alternatives or workarounds.
Recommendations:
- Present Windows and Linux instructions/examples in parallel or in clearly separated, equally detailed sections.
- Provide Linux/Bash/Python script examples alongside PowerShell examples, especially for authentication, runbook management, and automation tasks.
- When referencing tools (e.g., environment variable management, certificate/key management), include Linux-native tools and commands (e.g., export, /etc/environment, openssl, gpg) with step-by-step instructions.
- Avoid assuming PowerShell as the default scripting language; clarify when features are PowerShell-specific and offer alternatives for Bash/Python where possible.
- For features not supported on Linux (e.g., Hybrid Worker Credentials), suggest Linux-native alternatives or explicitly state the limitation and potential workarounds.
- Balance the order of presentation so that Linux and Windows users can quickly find relevant information without perceiving one platform as secondary.
Create pull request
Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-08-28 00:01 | #94 | in_progress | ✅ Clean |
| 2025-08-27 00:01 | #93 | in_progress | ❌ Biased |
| 2025-08-26 00:00 | #92 | in_progress | ❌ Biased |
| 2025-08-25 00:01 | #91 | in_progress | ✅ Clean |
| 2025-08-24 00:00 | #90 | in_progress | ❌ Biased |
| 2025-08-23 00:00 | #89 | in_progress | ✅ Clean |
| 2025-08-22 00:01 | #88 | completed | ❌ Biased |
| 2025-08-21 00:01 | #87 | in_progress | ✅ Clean |
| 2025-08-20 00:01 | #86 | completed | ❌ Biased |
| 2025-08-19 00:01 | #85 | completed | ✅ Clean |
| 2025-08-18 00:00 | #84 | in_progress | ✅ Clean |
| 2025-08-17 00:01 | #83 | in_progress | ✅ Clean |
| 2025-08-12 00:00 | #78 | in_progress | ❌ Biased |
| 2025-08-11 00:00 | #77 | completed | ❌ Biased |
| 2025-08-10 00:00 | #76 | completed | ❌ Biased |
| 2025-08-09 00:00 | #75 | completed | ✅ Clean |
| 2025-08-08 00:00 | #74 | completed | ❌ Biased |
| 2025-08-07 00:00 | #73 | completed | ❌ Biased |
| 2025-08-06 00:00 | #72 | completed | ❌ Biased |
| 2025-08-05 00:00 | #71 | completed | ❌ Biased |
| 2025-08-04 00:00 | #70 | in_progress | ❌ Biased |
| 2025-08-03 00:00 | #69 | completed | ✅ Clean |
| 2025-08-02 00:00 | #68 | in_progress | ✅ Clean |
| 2025-08-01 00:00 | #67 | completed | ✅ Clean |
| 2025-07-31 00:00 | #66 | completed | ✅ Clean |
| 2025-07-30 00:00 | #65 | completed | ✅ Clean |
| 2025-07-29 00:01 | #64 | completed | ✅ Clean |
| 2025-07-28 00:00 | #63 | completed | ✅ Clean |
| 2025-07-27 00:00 | #62 | completed | ✅ Clean |
| 2025-07-26 00:01 | #61 | completed | ✅ Clean |
| 2025-07-25 00:00 | #60 | completed | ✅ Clean |
| 2025-07-24 00:00 | #59 | completed | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ✅ Clean |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ✅ Clean |