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_tools
⚠️ missing_linux_example
Summary:
The documentation exclusively uses Azure Portal, Logic Apps, and Microsoft Teams for workflow automation, all of which are Microsoft-centric tools. There are no examples or mentions of Linux-native tools, CLI-based automation, or cross-platform notification systems (e.g., Slack, email, or open-source alternatives). The workflow assumes use of the Azure Portal GUI and Microsoft Teams, which are more common in Windows/Microsoft environments, and does not provide parity for Linux-first or open-source workflows.
Recommendations:
  • Provide alternative examples using Azure CLI or Azure PowerShell (which are cross-platform) for steps currently described only in the Azure Portal.
  • Include guidance for integrating with non-Microsoft notification systems, such as Slack, email (SMTP), or open-source chat tools, to broaden applicability beyond Microsoft Teams.
  • Offer sample workflows using open-source automation tools (e.g., GitHub Actions, Jenkins, or shell scripts) that can be run on Linux systems.
  • Explicitly mention that Logic Apps and Teams are not required, and provide links or examples for Linux-friendly or platform-agnostic alternatives.
  • Add a section on how to perform similar automation using REST APIs and scripting (e.g., Bash, Python) for users who prefer or require Linux-native solutions.
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Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ❌ Biased
2025-09-14 00:00 #111 completed ❌ Biased
2025-08-14 00:01 #80 in_progress ❌ Biased
2025-07-13 21:25 #47 cancelled ✅ Clean
2025-07-13 21:17 #46 cancelled ✅ Clean
2025-07-13 20:48 #44 cancelled ❌ Biased
2025-07-13 20:32 #43 cancelled ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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