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_first
⚠️ powershell_heavy
⚠️ windows_tools
Summary:
The documentation provides both Linux and Windows instructions for configuring server-level data sources in Tomcat, but the Windows section is more detailed and prescriptive, with step-by-step PowerShell scripts and explicit use of Windows-specific tools and paths. The Windows approach is described with more automation (PowerShell, .cmd files), while the Linux approach is more manual (shell scripts, apk, xsltproc). Windows-specific tools (PowerShell, .cmd) are featured prominently, and the Windows section appears before the Linux section in some places. However, both platforms are covered and Linux examples are present.
Recommendations:
  • Balance the level of detail: Expand the Linux section to provide equally detailed, step-by-step instructions, including example shell scripts that automate the process as thoroughly as the Windows PowerShell example.
  • Parity in automation: Provide a ready-to-use Bash script for Linux that mirrors the automation provided by the Windows PowerShell script, including checks for idempotency and error handling.
  • Tool parity: Where possible, suggest cross-platform tools or provide equivalent Linux-native commands/scripts for every Windows-specific tool or pattern (e.g., use Bash scripts instead of only PowerShell).
  • Order of presentation: Consider presenting Linux and Windows instructions in parallel or in the same order throughout the documentation to avoid the perception of Windows-first bias.
  • Clarify platform differences: Explicitly call out any differences in capabilities or limitations between Linux and Windows, and provide workarounds or alternatives for Linux where needed.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-09-10 00:00 #107 completed ✅ Clean
2025-09-09 00:00 #106 completed ✅ Clean
2025-09-08 00:00 #105 completed ❌ Biased
2025-09-07 00:00 #104 completed ❌ Biased
2025-09-06 00:00 #103 completed ❌ Biased
2025-09-05 00:00 #102 completed ❌ Biased
2025-09-04 00:00 #101 completed ❌ Biased
2025-09-03 00:00 #100 completed ❌ Biased
2025-09-02 00:00 #99 in_progress ❌ Biased
2025-09-01 00:00 #98 in_progress ❌ Biased
2025-08-31 00:01 #97 in_progress ❌ Biased
2025-08-30 00:01 #96 in_progress ❌ Biased
2025-08-29 00:01 #95 completed ❌ Biased
2025-08-28 00:01 #94 in_progress ❌ Biased
2025-08-27 00:01 #93 in_progress ❌ Biased
2025-08-26 00:00 #92 in_progress ❌ Biased
2025-08-25 00:01 #91 in_progress ❌ Biased
2025-08-24 00:00 #90 in_progress ❌ Biased
2025-08-23 00:00 #89 in_progress ❌ Biased
2025-08-22 00:01 #88 completed ❌ Biased
2025-08-21 00:01 #87 in_progress ❌ Biased
2025-08-20 00:01 #86 completed ❌ Biased
2025-08-16 00:00 #82 in_progress ❌ Biased
2025-08-15 00:01 #81 in_progress ❌ Biased
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-13 21:25 #47 cancelled ✅ Clean
2025-07-13 20:48 #44 cancelled ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets