115
Total Pages
75
Linux-Friendly Pages
40
Pages with Bias
34.8%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

240 issues found
Showing 201-225 of 240 flagged pages
Role Based Access Control FAQ for Azure role assignment conditions - Azure ABAC ...n/articles/role-based-access-control/conditions-faq.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation references PowerShell before Azure CLI and REST API when discussing tools for adding the Exists operator to ABAC conditions. This ordering and emphasis may suggest a Windows-centric approach, especially since PowerShell is most commonly associated with Windows environments, even though it is cross-platform. No explicit Linux/macOS examples or tools are highlighted, and the CLI is mentioned after PowerShell.
Recommendations
  • Present Azure CLI examples and references before or alongside PowerShell, as CLI is natively cross-platform.
  • Explicitly mention Linux/macOS compatibility for all tools referenced, especially CLI and REST API.
  • Add example workflows or links for Linux/macOS users where relevant.
  • Avoid defaulting to PowerShell as the primary tool unless necessary; clarify cross-platform support.
Role Based Access Control Azure role assignment condition format and syntax - Azure ABAC ...rticles/role-based-access-control/conditions-format.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First
Summary
The documentation page is largely platform-neutral in its explanation of Azure ABAC condition syntax and logic. However, there are subtle signs of Windows bias: PowerShell is mentioned first among tools for editing conditions, and special character handling (the $ sign) is described specifically in the context of Azure PowerShell. There is no explicit Linux/macOS example, nor is there guidance for Bash or other non-Windows shells. The references to PowerShell and its string escaping requirements may cause confusion or friction for Linux/macOS users.
Recommendations
  • Add explicit examples or notes for Azure CLI and Bash/zsh environments, especially regarding special character escaping (e.g., $ in double quotes).
  • When listing tools (PowerShell, CLI, REST API), avoid putting PowerShell first or provide equal prominence to CLI and REST.
  • Include a table or section on platform-specific syntax differences for condition editing, especially for shell escaping.
  • Clarify that the $ sign escaping requirement is specific to PowerShell, and provide equivalent guidance for Bash/zsh (e.g., how to escape $ in double-quoted strings).
Role Based Access Control Add Azure role assignment conditions using Azure Resource Manager templates - Azure ABAC ...access-control/conditions-role-assignments-template.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 1 bias type
Detected Bias Types
Windows First
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for deploying the ARM template, but the PowerShell (Windows-centric) example is presented first. There are no exclusive Windows tools or missing Linux examples, but the ordering may subtly favor Windows users.
Recommendations
  • Alternate the order of examples, showing Azure CLI (cross-platform) first or side-by-side.
  • Explicitly mention that Azure CLI works on Linux/macOS and Windows.
  • Include a brief note on platform compatibility for both Azure PowerShell and Azure CLI.
Role Based Access Control Troubleshoot Azure role assignment conditions - Azure ABAC ...s/role-based-access-control/conditions-troubleshoot.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides troubleshooting guidance for Azure role assignment conditions, including error handling for Azure PowerShell and Azure CLI. The PowerShell section appears before the CLI section, and PowerShell-specific quoting rules and error handling are described in detail. While Linux/Bash examples are present (Azure CLI), Windows/PowerShell is given precedence and more detailed coverage, which may create friction for Linux/macOS users.
Recommendations
  • Alternate the order of PowerShell and CLI sections, or present them side-by-side to avoid Windows-first bias.
  • Ensure equal depth of troubleshooting for both PowerShell and CLI, including common Bash/Linux/macOS issues.
  • Explicitly mention platform differences where relevant (e.g., quoting rules, special characters) and provide links to both Windows and Linux documentation.
  • Add troubleshooting examples for macOS where applicable, especially for text encoding and editor issues.
Role Based Access Control Prerequisites for Azure role assignment conditions - Azure ABAC .../role-based-access-control/conditions-prerequisites.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation lists Azure PowerShell prerequisites in detail before Azure CLI, with more granular version requirements and module breakdowns. This emphasis on PowerShell (traditionally associated with Windows) and its placement before CLI may signal a Windows-first approach. However, Azure CLI and REST API options are also mentioned, and no critical steps are Windows-only.
Recommendations
  • Provide equal detail for Azure CLI prerequisites, including any required extensions or modules.
  • Add explicit notes clarifying that Azure CLI is fully supported on Linux/macOS and link to platform-specific installation guides.
  • Consider listing CLI and PowerShell prerequisites in parallel or clarify that either tool can be used, depending on user preference or OS.
  • If PowerShell is required for any step, mention cross-platform PowerShell Core availability.
Role Based Access Control Create or update Azure custom roles using Bicep - Azure RBAC ...ticles/role-based-access-control/custom-roles-bicep.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for all commands, but PowerShell is given equal prominence and is shown immediately alongside CLI in every step. There is a slight Windows-first bias in the variable assignment examples, as PowerShell syntax is Windows-specific and shown before or alongside CLI, which is cross-platform. No Linux/macOS-specific instructions, troubleshooting, or shell examples (e.g., Bash) are provided, and there is no mention of platform-specific considerations for file paths or environment setup.
Recommendations
  • Add explicit Bash shell examples for variable assignment and command usage, especially for Linux/macOS users.
  • Clarify that Azure CLI commands work cross-platform and highlight any differences in syntax or environment setup for Linux/macOS.
  • Consider placing CLI examples before PowerShell, as CLI is cross-platform and more universally accessible.
  • Add notes or troubleshooting tips for Linux/macOS users regarding file paths, permissions, or shell environments.
Role Based Access Control Azure custom roles - Azure RBAC ...ain/articles/role-based-access-control/custom-roles.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation consistently mentions Azure PowerShell before Azure CLI when listing tools for creating custom roles, and provides PowerShell examples and output formats first in all sections. While Azure CLI is covered and examples are provided, the ordering and emphasis favor Windows/PowerShell users, which may create minor friction for Linux/macOS users who typically use Azure CLI. No critical functionality is missing for non-Windows platforms.
Recommendations
  • Alternate the order of tool mentions (e.g., list Azure CLI before PowerShell in some sections).
  • Provide CLI examples and output formats before PowerShell in at least some sections.
  • Explicitly note that Azure CLI is cross-platform and recommend it for Linux/macOS users.
  • Add a short section or note on tool parity, clarifying that all major operations can be performed with CLI, PowerShell, portal, or REST API.
  • Ensure linked tutorials for CLI are as prominent as those for PowerShell.
Role Based Access Control Elevate access to manage all Azure subscriptions and management groups ...le-based-access-control/elevate-access-global-admin.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page demonstrates a mild Windows bias. The Azure portal (web UI) is presented first in all step-by-step instructions, which is platform-neutral but often associated with Windows environments. PowerShell is given its own dedicated tab with detailed command examples, while Linux/macOS equivalents (such as Bash scripts or shell commands) are not provided. The Azure CLI tab does provide cross-platform command-line instructions, but PowerShell examples are more detailed and shown before CLI. There are no explicit references to Windows-only tools, but the absence of Linux/macOS-specific shell examples or guidance (e.g., Bash, zsh) and the ordering of examples favor Windows users.
Recommendations
  • Add explicit Bash or shell script examples for Linux/macOS users, especially for listing and removing role assignments.
  • Consider reordering tabs so that Azure CLI (cross-platform) appears before PowerShell.
  • Clarify that Azure CLI commands work on Linux/macOS and Windows, and provide any necessary environment setup instructions for non-Windows platforms.
  • Where PowerShell is referenced, note that it is available on Linux/macOS, or provide alternative shell commands.
  • Include troubleshooting notes for common Linux/macOS issues (e.g., authentication, environment variables) when using Azure CLI or REST API.
Role Based Access Control Quickstart: Assign an Azure role using Bicep - Azure RBAC ...ed-access-control/quickstart-role-assignments-bicep.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for all key steps, ensuring Linux/macOS users can follow along using the CLI. However, PowerShell examples are always presented alongside CLI, and the 'Next steps' section links only to a PowerShell tutorial, which may create a subtle Windows-first impression. There are no Linux-specific examples or notes, but the CLI coverage ensures Linux parity for the main workflow.
Recommendations
  • Add a 'Next steps' link to an Azure CLI tutorial for role assignments to balance the PowerShell focus.
  • Explicitly mention that Azure CLI works cross-platform (Windows, Linux, macOS) and is recommended for non-Windows users.
  • Consider listing CLI examples before PowerShell examples to avoid Windows-first ordering.
  • Add a brief note for Linux/macOS users confirming that all CLI commands are fully supported on their platforms.
Role Based Access Control Azure permissions - Azure RBAC ...e-based-access-control/resource-provider-operations.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 1 bias type
Detected Bias Types
Windows First
Summary
The only potential evidence of Windows bias is in the introductory paragraph, which mentions the PowerShell cmdlet Get-AzProviderOperation before the Azure CLI equivalent (az provider operation list). Otherwise, the page is a reference listing Azure resource provider permissions and does not provide platform-specific examples, tools, or instructions.
Recommendations
  • List Azure CLI and PowerShell commands together or mention Azure CLI first to avoid perceived Windows-first bias.
  • Ensure future updates maintain parity between PowerShell and Azure CLI references, especially in introductory or instructional sections.
Role Based Access Control Remove Azure role assignments - Azure RBAC ...s/role-based-access-control/role-assignments-remove.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation provides examples for Azure portal, Azure PowerShell, Azure CLI, and REST API. The PowerShell section appears before the CLI section, and PowerShell examples use Windows-style prompts (PS C:\>). However, Azure CLI is cross-platform and is documented with parity. No Linux/macOS-specific examples or notes are present, but the CLI and REST API instructions are fully usable on Linux/macOS. There is a slight Windows-first ordering and PowerShell emphasis, but no critical Linux gaps.
Recommendations
  • Consider listing Azure CLI before Azure PowerShell, as CLI is cross-platform and widely used on Linux/macOS.
  • Add a note clarifying that Azure PowerShell is available on Linux/macOS, or provide example prompts for non-Windows shells.
  • Include explicit Linux/macOS command-line examples or screenshots where relevant.
  • Ensure parity in troubleshooting sections for CLI and PowerShell.
Role Based Access Control Understand Azure role assignments - Azure RBAC ...articles/role-based-access-control/role-assignments.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation provides both Azure PowerShell and Azure CLI/REST API examples for viewing role assignment properties. However, the PowerShell example is presented first, and the documentation refers to 'Azure PowerShell' without clarifying its cross-platform availability. This ordering and emphasis may create a perception of Windows/PowerShell bias, even though Azure PowerShell and Azure CLI are both cross-platform tools.
Recommendations
  • Clarify that Azure PowerShell is available on Windows, Linux, and macOS to avoid the impression of Windows-only tooling.
  • Alternate the order of examples, sometimes showing Azure CLI first, or present both examples together to emphasize parity.
  • Explicitly mention that both Azure PowerShell and Azure CLI are supported on all major platforms.
  • Consider including brief notes or links for installing and using Azure PowerShell and Azure CLI on Linux/macOS.
Role Based Access Control Understand Azure role definitions - Azure RBAC ...articles/role-based-access-control/role-definitions.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 1 bias type
Detected Bias Types
Windows First
Summary
The documentation presents Azure PowerShell examples and references before Azure CLI examples in several sections, such as when displaying role definitions and providing sample outputs. Azure PowerShell is typically associated with Windows environments, while Azure CLI is cross-platform. However, both tools are covered, and no critical functionality is limited to Windows-only tools or patterns.
Recommendations
  • Present Azure CLI examples before or alongside Azure PowerShell examples to emphasize cross-platform support.
  • Clarify that both Azure PowerShell and Azure CLI are supported on Windows, Linux, and macOS, and provide links to installation guides for all platforms.
  • Where possible, include explicit notes that Azure CLI is recommended for Linux/macOS users.
  • Ensure that any references to PowerShell do not imply it is the primary or preferred method unless justified by feature parity.
Role Based Access Control List Azure role definitions - Azure RBAC ...les/role-based-access-control/role-definitions-list.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation presents Azure PowerShell examples before Azure CLI, and provides more detailed PowerShell usage patterns (such as formatting and JSON conversion) than CLI equivalents. PowerShell is a Windows-centric tool, while Azure CLI is cross-platform. However, CLI examples are present and comprehensive, and REST API usage is also covered. No critical functionality is Windows-only, but the ordering and depth of PowerShell examples may create friction for Linux/macOS users.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples to prioritize cross-platform usage.
  • Ensure CLI examples cover all advanced usage shown in PowerShell (e.g., formatting, filtering, JSON output).
  • Explicitly state that Azure CLI is cross-platform and recommend it for Linux/macOS users.
  • Balance the depth of examples and explanations between PowerShell and CLI sections.
Role Based Access Control Assign Azure roles using Azure Resource Manager templates - Azure RBAC ...role-based-access-control/role-assignments-template.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 1 bias type
Detected Bias Types
Windows First
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for all key operations, ensuring cross-platform coverage. However, in each case, the PowerShell (Windows-centric) example is shown before the Azure CLI (cross-platform) example, which may subtly signal a Windows-first approach. No Windows-only tools or patterns are used, and Linux/macOS users can fully complete all tasks using the CLI examples provided.
Recommendations
  • Alternate the order of examples so that Azure CLI commands are shown first in some sections, or present CLI examples before PowerShell examples to better reflect cross-platform parity.
  • Explicitly state that Azure CLI works on Windows, Linux, and macOS to reassure non-Windows users.
  • Consider grouping PowerShell and CLI examples together under headings like 'Windows (PowerShell)' and 'Cross-platform (CLI)' for clarity.
Role Based Access Control Troubleshoot Azure role assignment conditions - Azure ABAC ...s/role-based-access-control/conditions-troubleshoot.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides troubleshooting steps for Azure role assignment conditions and includes both Azure PowerShell (Windows-centric) and Azure CLI (Linux/macOS-friendly) examples. However, PowerShell error messages and solutions are presented before CLI/Bash equivalents, and the PowerShell section is more detailed (e.g., quoting rules, handling special characters). There is a slight 'Windows-first' ordering, and PowerShell-specific quirks are discussed more thoroughly than Bash/Linux equivalents.
Recommendations
  • Present Azure CLI (Bash/Linux/macOS) examples and troubleshooting steps before or alongside PowerShell examples to avoid Windows-first ordering.
  • Expand Bash/Linux troubleshooting sections to match the depth of PowerShell guidance (e.g., discuss quoting rules, common pitfalls, and editor issues in more detail).
  • Add explicit notes or sections for macOS users if there are platform-specific differences.
  • Ensure parity in error message coverage and solutions for both PowerShell and CLI/Bash users.
  • Where possible, use cross-platform language (e.g., 'use your preferred shell') and avoid implying PowerShell is the default.
Role Based Access Control Add Azure role assignment conditions using Azure Resource Manager templates - Azure ABAC ...access-control/conditions-role-assignments-template.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 1 bias type
Detected Bias Types
Windows First
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for deploying the ARM template, but the PowerShell (Windows-centric) example is presented first. No Linux/macOS-specific tools or patterns are mentioned, but the CLI example is present and correct.
Recommendations
  • Present Azure CLI examples before PowerShell examples, as CLI is cross-platform and more commonly used on Linux/macOS.
  • Explicitly mention that both examples work on Windows, Linux, and macOS, and clarify platform compatibility.
  • Consider adding a note or section for Linux/macOS users, confirming that the ARM template and CLI commands are fully supported.
Role Based Access Control Azure built-in roles - Azure RBAC ...n/articles/role-based-access-control/built-in-roles.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Windows First
Summary
The documentation lists Azure built-in roles in a platform-neutral manner, but there are several roles and descriptions that reference Windows-specific technologies (e.g., Windows Admin Center, Windows 365, NTFS permissions, SMB, Azure Stack HCI, SCVMM) without mentioning Linux/macOS equivalents. Windows-centric roles and terminology appear throughout, especially in Compute, Storage, and Hybrid + Multicloud sections. However, there are also roles for Linux-centric technologies (e.g., Azure Red Hat OpenShift, Kubernetes), and no examples or instructions are given that would exclude Linux/macOS users.
Recommendations
  • Where Windows-specific tools or technologies are referenced (e.g., Windows Admin Center, NTFS, SMB), add equivalent Linux/macOS role descriptions or clarify Linux support.
  • For roles that mention Windows file server equivalents, add notes about Linux file server mappings or clarify if none exist.
  • Ensure parity in role descriptions for hybrid/multicloud scenarios, mentioning Linux-based solutions (e.g., Linux VMs, Linux admin tools) alongside Windows.
  • Consider adding a section or table summarizing platform-specific roles and their cross-platform applicability.
  • Review and update terminology to avoid Windows-first impressions, e.g., list Linux and Windows technologies together where relevant.
Role Based Access Control Assign Azure roles using Azure Resource Manager templates - Azure RBAC ...role-based-access-control/role-assignments-template.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 1 bias type
Detected Bias Types
Windows First
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for all commands, ensuring Linux/macOS users are not excluded. However, in every case, the PowerShell (Windows-centric) example is shown before the Azure CLI (cross-platform) example, which is a subtle but consistent ordering bias favoring Windows users.
Recommendations
  • Alternate the order of examples so that Azure CLI commands are sometimes shown first.
  • Explicitly note that Azure CLI works on Windows, Linux, and macOS, and is recommended for cross-platform usage.
  • Consider grouping examples by platform or labeling them clearly for user clarity.
  • Add a short section at the top explaining that both PowerShell and CLI are supported, and CLI is cross-platform.
Role Based Access Control Azure built-in roles for Compute - Azure RBAC ...es/role-based-access-control/built-in-roles/compute.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Windows First
Summary
This documentation page lists Azure built-in roles for Compute and is largely platform-neutral, focusing on Azure resource provider permissions. However, there is mild Windows bias in the naming and description of some roles (e.g., 'Windows Admin Center Administrator Login', 'Windows 365 Network Interface Contributor', and links to Windows-specific documentation). Windows tools and branding are mentioned explicitly, while Linux equivalents (such as SSH, Linux VM management) are not referenced with equal prominence. Some 'Learn more' links point to Windows-centric guides before Linux ones, and Windows-specific features (e.g., Windows Admin Center) are described in detail, whereas Linux management tools are not.
Recommendations
  • Add references and links to Linux and macOS management guides where relevant, especially in sections that mention Windows Admin Center or Windows 365.
  • Where login or management actions are described, clarify Linux support (e.g., SSH, root login) and provide parity in documentation links.
  • Ensure that examples and role descriptions mention both Windows and Linux scenarios, tools, and workflows when applicable.
  • Balance 'Learn more' links so that Linux and Windows resources are presented together or in parallel.
Role Based Access Control Azure built-in roles for Security - Azure RBAC ...s/role-based-access-control/built-in-roles/security.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation page is largely platform-neutral, focusing on Azure RBAC roles and permissions. However, there is mild Windows bias in the 'Attestation Contributor' role, where the 'Learn more' link points to a PowerShell-based quickstart, which is typically associated with Windows environments. No Linux or cross-platform CLI alternatives are mentioned or linked in this context. The rest of the page does not provide command-line examples or tool references, so the bias is limited to linked resources.
Recommendations
  • For every 'Learn more' or quickstart link that points to PowerShell instructions, also provide or link to Azure CLI or REST API equivalents, which are cross-platform and work on Linux/macOS.
  • Explicitly mention that all Azure RBAC roles and permissions can be managed using Azure CLI, Azure portal, or REST API, and provide links to relevant documentation for each platform.
  • Audit all referenced documentation (especially quickstarts and guides) to ensure Linux/macOS users are not excluded or forced to use Windows tools.
Role Based Access Control FAQ for Azure role assignment conditions - Azure ABAC ...n/articles/role-based-access-control/conditions-faq.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation references PowerShell before Azure CLI and REST API when discussing tools for managing ABAC conditions, and mentions code editor options without specifying platform parity. While Azure CLI is mentioned, the ordering and emphasis on PowerShell may suggest a Windows-first approach. No explicit Linux/macOS examples or tool parity notes are given.
Recommendations
  • List Azure CLI before or alongside PowerShell when mentioning tools, as CLI is cross-platform.
  • Explicitly state that all tools (PowerShell, CLI, REST API, portal code editor) are available on Windows, Linux, and macOS where applicable.
  • Provide example commands for both PowerShell and Azure CLI, or clarify platform-neutral usage.
  • Add a note or section on Linux/macOS usage if there are any differences or considerations.
Role Based Access Control Azure role assignment condition format and syntax - Azure ABAC ...rticles/role-based-access-control/conditions-format.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First
Summary
The documentation page is largely platform-neutral in its main content, focusing on Azure ABAC condition syntax and logic. However, there are subtle signs of Windows bias: PowerShell is mentioned first among tools for editing conditions, and special character escaping is described specifically for Azure PowerShell. There are no explicit Linux/macOS examples or tool-specific instructions, and references to Azure CLI and REST API are present but secondary.
Recommendations
  • Provide explicit examples for Azure CLI and REST API alongside PowerShell, especially in sections discussing how to add conditions using different tools.
  • Clarify special character handling for Azure CLI and REST API, not just PowerShell (e.g., how to escape $ in CLI/bash).
  • When listing tools, alternate or randomize the order (e.g., sometimes mention Azure CLI before PowerShell).
  • Add a note or table comparing usage/escaping differences across PowerShell, CLI (bash/zsh), and REST API.
  • Include Linux/macOS-specific notes or examples where relevant.
Role Based Access Control Create or update Azure custom roles using Bicep - Azure RBAC ...ticles/role-based-access-control/custom-roles-bicep.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for all operations, but PowerShell (a Windows-centric tool) is always presented alongside CLI, and sometimes CLI is shown first. There are no Linux/macOS-specific shell examples (e.g., Bash), nor is there any mention of platform-specific considerations. However, since Azure CLI is cross-platform, Linux/macOS users can follow all steps without issue.
Recommendations
  • Explicitly mention that Azure CLI is cross-platform and suitable for Linux/macOS users.
  • Add Bash shell variable assignment examples for Linux/macOS users, especially for steps involving variable creation.
  • Clarify any differences in command syntax or environment setup for Linux/macOS users, if applicable.
  • Consider listing CLI examples before PowerShell, or grouping them by platform.
Role Based Access Control Azure custom roles - Azure RBAC ...ain/articles/role-based-access-control/custom-roles.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Minor Windows Tools
Summary
The documentation provides both Azure PowerShell and Azure CLI examples and references, but PowerShell is consistently mentioned first and given more detailed output examples. The 'Custom role example' and 'Input and output formats' sections show PowerShell before CLI, and the CLI example is presented as a follow-up rather than a peer. The Next Steps section also lists the PowerShell tutorial before the CLI tutorial. While Azure CLI is cross-platform, the prominence of PowerShell may subtly signal a Windows-first approach.
Recommendations
  • Alternate the order of PowerShell and CLI examples throughout the documentation to avoid implicit prioritization.
  • Explicitly state that Azure CLI is cross-platform and suitable for Linux/macOS users.
  • Provide equal depth and detail for both PowerShell and CLI examples, including input/output formats.
  • Add a short section or note highlighting Linux/macOS usage, such as shell environments or CLI installation links.
  • Ensure links to tutorials for both PowerShell and CLI are equally prominent.