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
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation page demonstrates a bias toward Windows and Microsoft-centric tools and workflows. All examples and instructions are given exclusively through the Azure portal UI, which is typically accessed via a web browser but is deeply integrated with Microsoft Entra ID (formerly Azure AD) and does not mention or provide alternatives for Linux-based workflows, CLI tools, or non-Microsoft OAuth providers. There are no references to Linux command-line tools, cross-platform scripting, or open-source alternatives. The documentation assumes the use of Microsoft Entra ID and the Azure portal, both of which are most familiar to Windows users.
Recommendations:
  • Provide equivalent instructions using Azure CLI and/or PowerShell, and ensure Azure CLI examples are included (as it is cross-platform and widely used on Linux).
  • Include examples or references for configuring OAuth 2.0 with non-Microsoft providers (such as Okta, Auth0, or open-source solutions like Keycloak), and show how to obtain endpoints and credentials from those systems.
  • Add a section or callouts for Linux/macOS users, clarifying that all steps can be performed from any OS via the Azure portal, and explicitly mention any OS-specific prerequisites or differences.
  • Where possible, include curl or httpie command-line examples for API calls, token requests, or validation steps, to demonstrate parity for developers working in Linux environments.
  • Reference and link to documentation for cross-platform tools (e.g., Azure CLI, REST API) wherever the Azure portal is mentioned, to ensure users on all platforms have clear guidance.
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Scan History

Date Scan ID Status Bias Status
2025-09-13 00:00 #110 completed ❌ Biased
2025-09-12 00:00 #109 completed ❌ Biased
2025-09-11 00:00 #108 completed ❌ Biased
2025-09-10 00:00 #107 completed ❌ Biased
2025-08-14 00:01 #80 in_progress ❌ Biased
2025-07-13 21:25 #47 cancelled ✅ Clean
2025-07-13 20:48 #44 cancelled ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ✅ Clean