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 page demonstrates a subtle Windows bias. It references ASP.NET and the Redis Output Cache Provider, which are Windows-centric technologies, in the content caching pattern section. These are mentioned before any Linux or cross-platform equivalents. There are no explicit examples or instructions for Linux tools or deployment patterns, and no mention of Linux-specific integration, even though Redis is widely used on Linux. The related content section lists .NET Framework and ASP.NET guides before cross-platform languages, reinforcing a Windows-first approach. There are no PowerShell-heavy examples, but the overall framing and examples favor Windows technologies.
Recommendations
  • Add examples and references for Linux-based web frameworks (e.g., Django, Flask, Express.js) in the content caching and session store sections.
  • Mention and link to Linux deployment guides or CLI usage (e.g., Bash, systemd integration) alongside Windows/ASP.NET examples.
  • Ensure parity in related content by listing cross-platform and Linux-first guides (Node.js, Python, Java) before or alongside Windows/.NET guides.
  • Highlight Redis usage patterns and integration for both Windows and Linux environments, including containerization (Docker) and orchestration (Kubernetes).
  • Include explicit instructions or notes for Linux users where configuration or integration may differ from Windows.
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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
2026-02-17 00:00 #390 in_progress Clean Clean
2026-02-16 00:00 #386 in_progress Clean Clean
2026-02-15 00:00 #382 in_progress Clean Clean
2026-02-14 00:00 #378 in_progress Clean Clean
2026-02-13 00:00 #374 in_progress Clean Clean
2026-02-12 00:00 #370 in_progress Clean Clean
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Clean Clean
2026-02-09 00:00 #358 completed Clean Clean
2026-02-08 00:00 #354 completed Clean Clean
2026-02-05 00:00 #342 completed Clean Clean
2026-02-04 00:00 #338 completed Clean Clean
2026-02-03 00:00 #334 completed Clean Clean
2026-02-02 00:00 #330 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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled 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