Sad Tux - Windows bias detected
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
missing_linux_example
Summary
The documentation focuses exclusively on Azure Virtual Machines without specifying OS, but all examples and workflows implicitly assume Windows environments. There is no mention of Linux-specific considerations, tools, or examples, nor any guidance for Linux VMs. The integration steps (e.g., Defender for Cloud, Logic Apps, Office 365 email) are presented in a way that aligns with typical Windows/enterprise patterns, and there is no parity for Linux backup or alerting workflows.
Recommendations
  • Explicitly state whether the solution applies to both Windows and Linux Azure VMs, or clarify any limitations.
  • Provide examples or notes for Linux VM scenarios, including how ransomware detection and backup protection work for Linux workloads.
  • Include references to Linux-compatible email solutions (e.g., SMTP, SendGrid) in addition to Office 365.
  • Add troubleshooting or configuration steps specific to Linux VMs (e.g., permissions, Defender agent installation, backup agent differences).
  • Mention any differences in alerting, backup retention, or automation for Linux VMs, if applicable.
  • Ensure parity in documentation by including screenshots or CLI examples relevant to Linux environments.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-07-19 13:51 #54 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean