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_tools
windows_first
missing_linux_example
Summary
The documentation is heavily oriented toward Azure portal and Microsoft Teams, both of which are primarily Windows-centric tools. All workflow steps are described using the Azure portal UI, with no mention of CLI, REST API, or automation options that would be more accessible to Linux users. There are no examples using bash, Azure CLI, or Linux-native tools, and all notification workflows are shown with Microsoft Teams, with no mention of alternatives like Slack or email. Power Automate is referenced, but only as a similar option, not as an example. The documentation assumes use of the Azure portal, which is most fully featured on Windows, and does not provide parity for Linux users who may prefer command-line or non-GUI approaches.
Recommendations
  • Provide equivalent workflow automation steps using Azure CLI and/or REST API, with bash script examples for Linux users.
  • Include instructions for setting up event subscriptions and managed identities using command-line tools.
  • Offer notification workflow examples using open standards (e.g., email via SMTP, Slack webhooks) in addition to Microsoft Teams.
  • Reference and demonstrate automation options that are platform-agnostic, such as using curl, jq, or other Linux-native utilities.
  • Explicitly mention cross-platform compatibility and provide links to documentation for Linux/macOS users.
  • Where possible, show both GUI (portal) and CLI/automation approaches side by side.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #398 in_progress Clean Clean
2026-02-18 00:00 #394 in_progress Clean Clean
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2026-02-10 00:00 #362 completed Clean Clean
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2026-02-05 00:00 #342 completed Clean Clean
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2026-01-31 00:00 #322 completed Clean Clean
2026-01-30 00:00 #318 completed Clean Clean
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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Biased Biased
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 21:17 #46 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-13 20:32 #43 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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