70
Total Pages
58
Linux-Friendly Pages
12
Pages with Bias
17.1%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

32 issues found
Showing 26-32 of 32 flagged pages
Connectors Integrate and manage security operations & Microsoft Graph Security ...ecurity-operations-create-api-microsoft-graph-security.md
Medium Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by exclusively referencing the Azure portal and Microsoft-centric tools (Logic Apps Designer, Outlook connector, Microsoft Entra, etc.) without mentioning or providing examples for Linux or cross-platform alternatives. All instructions and examples assume use of the Azure portal, which is most commonly accessed via a web browser on Windows, and there is no mention of command-line interfaces (CLI), REST API usage, or automation via Linux tools. No Linux-specific guidance, examples, or parity is provided.
Recommendations
  • Include examples for using Azure Logic Apps and Microsoft Graph Security connector via Azure CLI, PowerShell, and REST API, highlighting cross-platform usage.
  • Explicitly mention that the Azure portal and Logic Apps Designer are accessible from any OS via a web browser, not just Windows.
  • Provide sample workflows or automation scripts using Linux tools (e.g., curl, bash scripts) to interact with Microsoft Graph Security API.
  • Reference or link to documentation on using Microsoft Graph Security from Linux environments.
  • Add parity in examples for sending alerts via email using non-Outlook connectors (e.g., SMTP, SendGrid) to demonstrate platform neutrality.
Connectors https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/connectors/connectors-integrate-security-operations-create-api-microsoft-graph-security.md ...ecurity-operations-create-api-microsoft-graph-security.md
Medium Priority View Details →
Scanned: 2025-12-29 18:00
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by exclusively referencing the Azure portal and Microsoft-centric tools (Logic Apps, Microsoft Entra, Outlook, Power Automate, Power Apps) without mentioning or providing examples for Linux-based workflows, CLI usage, or cross-platform alternatives. All step-by-step instructions and examples assume use of the Azure portal, which is most commonly accessed via Windows environments, and there are no references to Linux tools, shell scripts, or platform-neutral automation methods.
Recommendations
  • Include examples for using Azure Logic Apps and Microsoft Graph Security connector via Azure CLI, PowerShell, and Bash to demonstrate cross-platform compatibility.
  • Explicitly mention that the Azure portal and Logic Apps Designer can be accessed from Linux and macOS browsers, and provide any platform-specific caveats.
  • Add references or links to documentation for automating these workflows from Linux environments, such as using REST APIs with curl or scripting with Python.
  • Provide sample workflows or automation scripts that can be run from Linux terminals, not just through the Azure portal UI.
  • Ensure parity in documentation by listing Linux-compatible tools and approaches alongside Microsoft/Windows-specific ones.
Connectors https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/connectors/connectors-native-recurrence.md ...in/articles/connectors/connectors-native-recurrence.md
Medium Priority View Details →
Scanned: 2025-12-29 18:00
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Windows First
Summary
The documentation primarily references Windows-centric resources and patterns, such as linking to Microsoft's Windows time zone documentation and using 'Pacific Standard Time' as a time zone example. The only external time zone reference is to a Windows documentation page. There are no explicit Linux or cross-platform examples, and no mention of Linux time zone formats (e.g., IANA/Olson database names like 'America/Los_Angeles'). However, there are no PowerShell-specific examples, nor are there CLI commands or scripts that are Windows-only. The bias is subtle but present in the prioritization of Windows documentation and terminology.
Recommendations
  • Include references to cross-platform or Linux time zone resources, such as the IANA time zone database (e.g., https://en.wikipedia.org/wiki/List_of_tz_database_time_zones).
  • When providing time zone examples, include both Windows (e.g., 'Pacific Standard Time') and IANA/Olson (e.g., 'America/Los_Angeles') names, and clarify which are supported by Logic Apps.
  • If possible, clarify whether Logic Apps supports only Windows time zone IDs or also IANA/Olson IDs, and provide guidance for Linux users.
  • Avoid linking exclusively to Windows documentation for concepts that are cross-platform (e.g., time zones).
  • Add a note or section addressing cross-platform considerations, especially for users deploying or managing Logic Apps from Linux environments.
Connectors Integrate and manage security operations & Microsoft Graph Security ...ecurity-operations-create-api-microsoft-graph-security.md
Low Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 1 bias type
Detected Bias Types
Windows First
Summary
The documentation consistently references the Azure portal and Logic App Designer, which are primarily accessed via web browsers and are platform-agnostic. However, there is a subtle Windows bias in the way examples and instructions are presented: all step-by-step guidance assumes use of the Azure portal UI, with no mention of CLI alternatives (such as Azure CLI or PowerShell), nor any Linux/macOS-specific workflows. The only external tool mentioned is Outlook (for sending email), which is available cross-platform but is most commonly associated with Windows. There are no explicit PowerShell examples, nor are Windows-only tools referenced directly, but the documentation does not provide parity for Linux/macOS users who may prefer command-line or automation approaches.
Recommendations
  • Add examples using Azure CLI for creating and managing Logic Apps and Microsoft Graph Security connections.
  • Mention platform-agnostic alternatives to the Azure portal, such as using REST APIs or Infrastructure-as-Code (e.g., ARM templates, Bicep, Terraform).
  • Provide links or examples for Linux/macOS users to perform equivalent tasks via command line or automation.
  • Explicitly state that all steps can be performed from any OS with a supported web browser, and clarify any OS-specific limitations if present.
Low Priority View Details →
Scanned: 2026-01-12 00:00
Reviewed by: LLM Analysis
Issues: 1 bias type
Detected Bias Types
Powershell Heavy
Summary
The only evidence of Windows bias in this documentation is the mention of executing PowerShell script code as an inline code option for Standard workflows. No Linux/macOS shell scripting equivalents (such as Bash) are referenced, and PowerShell is a Windows-centric technology, although it is now cross-platform. No other examples, tools, or patterns are Windows-specific, and the documentation is generally platform-neutral.
Recommendations
  • Add examples or explicit support for running Bash or other Linux/macOS shell scripts as inline code, if supported by Logic Apps.
  • Clarify whether PowerShell inline code is cross-platform or limited to Windows environments.
  • If Logic Apps does not support Bash scripting, state this explicitly to inform Linux/macOS users.
  • Consider adding parity for Linux/macOS scripting languages if possible, or provide guidance for alternatives.
Low Priority View Details →
Scanned: 2026-01-11 06:20
Reviewed by: LLM Analysis
Issues: 1 bias type
Detected Bias Types
Powershell Heavy
Summary
The documentation page is generally cross-platform and does not show strong Windows bias in its examples or tool recommendations. However, in the 'Run code from workflows' section, PowerShell is mentioned as a supported script language for inline code execution, alongside C# and JavaScript. There is no mention of Bash or other Linux-native scripting languages, which may suggest a slight preference for Windows scripting tools.
Recommendations
  • Add examples or documentation for running Bash scripts or other Linux-native scripting languages in Logic Apps workflows, if supported.
  • Clarify whether inline code actions support Linux/macOS scripting languages, or explicitly state any platform limitations.
  • Ensure parity in documentation by mentioning both Windows and Linux/macOS scripting options where applicable.
Connectors Integrate and manage security operations & Microsoft Graph Security ...ecurity-operations-create-api-microsoft-graph-security.md
Low Priority View Details →
Scanned: 2026-01-11 06:20
Reviewed by: LLM Analysis
Issues: 1 bias type
Detected Bias Types
Windows First
Summary
The documentation consistently references the Azure portal and Logic App Designer, which are web-based and accessible from any OS, but the examples and instructions implicitly assume a Windows-centric workflow by mentioning Azure portal and Microsoft tools first, without acknowledging Linux/macOS alternatives or CLI-based workflows. There are no explicit Windows-only tools or PowerShell examples, but the absence of Linux/macOS-specific guidance or parity for CLI usage creates a subtle Windows-first bias.
Recommendations
  • Add instructions or examples for managing Logic Apps and Microsoft Graph Security connector using Azure CLI and/or Azure PowerShell, noting cross-platform compatibility.
  • Explicitly mention that the Azure portal and Logic App Designer are web-based and accessible from Linux/macOS browsers.
  • Provide links or brief examples for Linux/macOS users on how to perform equivalent tasks using CLI tools.
  • Clarify any OS-specific requirements or limitations, if present.
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