149
Total Pages
126
Linux-Friendly Pages
23
Pages with Bias
15.4%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

293 issues found
Showing 276-293 of 293 flagged pages
Container Registry Manage Public Content in Private Container Registry ...icles/container-registry/buffer-gate-public-content.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 importing images into Azure Container Registry, but the PowerShell example is given equal prominence and is presented immediately after the CLI example. There is a slight 'windows_first' bias in mentioning Azure PowerShell as a primary tool alongside CLI, which may be less relevant for Linux/macOS users. However, the CLI example is cross-platform and shown first, and no critical steps are Windows-only. No Linux-specific tools or shell examples (e.g., Bash scripts) are provided, but the CLI coverage is sufficient for Linux/macOS users.
Recommendations
  • Clarify that Azure CLI is cross-platform and recommended for Linux/macOS users.
  • Optionally, add a Bash shell example for common workflows (e.g., scripting image imports).
  • Explicitly state that Azure PowerShell is primarily for Windows users, and that Linux/macOS users should use Azure CLI.
  • Consider adding a note about Azure Cloud Shell availability for both Bash and PowerShell, and which is recommended for different OS users.
Container Registry Access Registry Images from ACI ...cles/container-registry/container-registry-auth-aci.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 CLI and Azure PowerShell sample scripts, but references to PowerShell are prominent and placed alongside CLI examples, which may suggest a slight Windows bias. The main example uses Azure CLI, which is cross-platform, but PowerShell is highlighted as an alternative, and the note about 'export MSYS_NO_PATHCONV=1' is relevant for Bash on Windows, not Linux/macOS. There are no explicit Linux/macOS examples or references to platform-specific considerations for those users.
Recommendations
  • Add explicit notes or examples for Linux/macOS users, such as confirming Azure CLI commands work natively on those platforms.
  • Clarify that Azure CLI is cross-platform and provide troubleshooting tips for Linux/macOS environments if needed.
  • Consider including links to sample scripts or documentation specifically for Bash or other common Linux shells.
  • If mentioning PowerShell, note its availability on Linux/macOS and provide guidance for those platforms if there are differences.
Container Registry Quickstart - Create Registry in Portal ...iner-registry/container-registry-get-started-portal.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 instructions for signing in to the registry, but Azure PowerShell (a Windows-centric tool) is given equal prominence to Azure CLI, and appears immediately after it. There are no Linux-specific command-line examples (e.g., Bash), and PowerShell is not available by default on most Linux/macOS systems. However, Docker installation instructions do link to Linux, Mac, and Windows guides, and the core workflow is cross-platform.
Recommendations
  • Clarify that Azure PowerShell is primarily for Windows users, and recommend Azure CLI for Linux/macOS users.
  • Consider providing Bash or shell script examples for Linux/macOS users where relevant.
  • Explicitly state that Azure CLI commands work on all platforms, while PowerShell is most common on Windows.
  • In tabbed instructions, list Azure CLI first and highlight its cross-platform nature.
  • Add a note for Linux/macOS users that PowerShell is optional and not required.
Container Registry Manage OCI Artifacts and Supply Chain Artifacts with ORAS ...ntainer-registry/container-registry-manage-artifact.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 Linux/macOS and Windows command examples for key ORAS CLI operations, but consistently lists Linux/macOS instructions first and Windows examples second. Windows examples use Windows CMD syntax (with ^ line continuation and .\oras.exe), while Linux/macOS use Bash. No PowerShell-specific examples are present, and all major workflows are covered for both platforms. There is minor bias in the ordering of examples, with Linux/macOS shown first, but no omission of Windows or Linux instructions.
Recommendations
  • Consider alternating the order of platform examples in different sections to avoid perceived bias.
  • Explicitly mention that both Linux/macOS and Windows are supported, and clarify which syntax to use for each.
  • Add PowerShell examples for Windows users who prefer it over CMD, or clarify that CMD is recommended.
  • Ensure all examples are functionally equivalent and tested on both platforms.
Container Registry Azure Container Registry SKU Features and Limits ...articles/container-registry/container-registry-skus.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 key operations (such as changing SKUs and showing registry usage), but consistently lists PowerShell examples immediately after CLI examples and explicitly mentions PowerShell commands before Linux/macOS alternatives (such as Bash scripts or REST API usage). There are no Linux-specific examples (e.g., Bash, shell scripting), and PowerShell is presented as a primary alternative to the CLI, which may create friction for Linux/macOS users unfamiliar with PowerShell.
Recommendations
  • Add explicit Bash/shell script examples for common operations, especially for tasks like changing SKUs and querying usage.
  • Present REST API usage examples in a cross-platform way (e.g., using curl) alongside CLI and PowerShell.
  • When listing command options, alternate the order or clarify that Azure CLI is cross-platform and PowerShell is Windows-centric.
  • Consider adding a note that Azure CLI works natively on Linux/macOS, while PowerShell is primarily used on Windows.
Container Registry Customer intent: "As a security analyst, I want to view vulnerability assessment results for container images, so that I can ensure all security issues are identified and resolved in our container registry." ...ontainer-registry/includes/azure-container-registry.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 CLI and Azure PowerShell examples for querying vulnerability assessment results, but PowerShell is given its own tab and is listed before the portal option. There is a slight Windows bias due to the inclusion and prominence of PowerShell, which is primarily a Windows tool, and the ordering of examples (CLI, then PowerShell, then Portal). However, the Azure CLI example is fully cross-platform and no critical functionality is Windows-only.
Recommendations
  • Clarify that Azure CLI is cross-platform and suitable for Linux/macOS users.
  • Consider listing Azure CLI before PowerShell to emphasize cross-platform support.
  • Explicitly mention that PowerShell Core is available on Linux/macOS if relevant.
  • Add a note for Linux/macOS users confirming that all functionality is available via Azure CLI.
Container Registry Quickstart: Deploying the Connected Registry Arc Extension ...iner-registry/quickstart-connected-registry-arc-cli.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 Bash and PowerShell examples for generating the protected settings JSON file, but the Bash example is shown first and is more clearly explained. There is no evidence of exclusive use of Windows tools, PowerShell-heavy bias, or missing Linux examples. All critical steps are covered with cross-platform CLI and kubectl commands.
Recommendations
  • Ensure that both Bash and PowerShell examples are equally detailed and placed side-by-side or clearly marked as alternatives.
  • Explicitly state that Bash commands work on Linux/macOS and that PowerShell commands are for Windows users.
  • Consider including a short note at the top clarifying platform compatibility for each example.
Container Registry Store Helm Charts in Azure Container Registry ...es/container-registry/container-registry-helm-repos.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page demonstrates a subtle Windows bias in its command examples and environment variable usage. The initial example for setting environment variables uses the Windows 'set' command, with no Linux/macOS equivalent ('export') provided. While most commands are cross-platform (Helm and Azure CLI), the absence of explicit Linux/macOS instructions for environment variables and authentication may cause confusion for non-Windows users. No PowerShell-specific commands or Windows-only tools are present, but the ordering and omission of Linux/macOS alternatives indicate a minor bias.
Recommendations
  • Provide both Windows ('set VAR=val') and Linux/macOS ('export VAR=val') examples when setting environment variables.
  • Clarify that Azure CLI and Helm commands are cross-platform, and explicitly mention any OS-specific differences where relevant.
  • Add notes or tabs for platform-specific instructions, especially in authentication and environment setup sections.
  • Ensure all command snippets are tested and presented for both Windows and Linux/macOS shells.
Container Registry Cross-Tenant Authentication from AKS to ACR ...es/container-registry/authenticate-aks-cross-tenant.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 1 bias type
Detected Bias Types
Missing Linux Example
Summary
The documentation does not provide any OS-specific command-line examples, but it also does not mention or show any Windows-specific tools, PowerShell commands, or patterns. All steps are described using the Azure portal or generic Azure CLI references, without explicit examples for either Windows or Linux/macOS environments. However, there is a minor bias in that no Linux/macOS-specific guidance or examples are provided, which could help users who prefer or require CLI-based workflows.
Recommendations
  • Add Azure CLI command-line examples for each step, ensuring they are cross-platform and work on Linux/macOS as well as Windows.
  • Explicitly mention that the Azure CLI commands are supported on all major platforms.
  • Where portal steps are described, offer equivalent CLI commands as an alternative for users who prefer not to use the Azure portal.
  • If any step requires a tool or method that behaves differently on Linux/macOS, note the differences or provide platform-specific guidance.
Container Registry Manage Public Content in Private Container Registry ...icles/container-registry/buffer-gate-public-content.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 importing images into Azure Container Registry, but the PowerShell example is given equal prominence and detail as the CLI example, and PowerShell is a Windows-centric tool. There are no Linux/macOS-specific shell examples (e.g., Bash scripts), nor is there mention of Linux-native tools or workflows. The ordering of examples (CLI first, then PowerShell) is neutral, but the inclusion of PowerShell as a primary method may suggest a slight Windows bias. However, the Azure CLI example is cross-platform and suitable for Linux/macOS users.
Recommendations
  • Add explicit Bash/shell script examples for Linux/macOS users, especially for common tasks like image import.
  • Clarify that Azure CLI commands work on Linux/macOS and Windows equally, and provide platform-specific notes if needed.
  • If PowerShell is mentioned, also mention Bash or other Linux-native scripting options for parity.
  • Consider including a section or note highlighting Linux/macOS workflows and tools for managing Azure Container Registry.
Container Registry Access Registry Images from ACI ...cles/container-registry/container-registry-auth-aci.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 sample scripts, but references to PowerShell (a Windows-centric tool) are given equal prominence to Azure CLI, and there is no explicit mention of Linux/macOS shell environments or examples. The only environment-specific note is about setting MSYS_NO_PATHCONV for 'on-perm bash', which is vague and does not directly address Linux/macOS users. The ordering of examples and links does not prioritize Linux-native tools or workflows.
Recommendations
  • Explicitly mention Linux/macOS compatibility and provide clear bash/zsh examples.
  • Clarify the 'on-perm bash' note to directly reference Linux/macOS environments.
  • Add troubleshooting notes for common Linux/macOS issues (e.g., file permissions, environment variables).
  • Ensure that Azure CLI examples are shown before PowerShell, and highlight that CLI works cross-platform.
  • Include links to Linux/macOS-specific documentation or guides where relevant.
Container Registry Push & Pull Container Image using Azure Container Registry ...-registry/container-registry-get-started-docker-cli.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation page exhibits mild Windows bias. Azure PowerShell examples are given equal prominence to Azure CLI, and Windows-centric tools like Visual Studio Code are recommended. The instructions for stopping containers use 'Control+C', which is universal but often associated with Windows. However, Docker CLI commands are cross-platform, and Linux/macOS installation links are provided. No Linux-specific examples or troubleshooting are present, and PowerShell is mentioned before any Linux shell alternatives.
Recommendations
  • Add explicit Bash or shell examples for Linux/macOS users alongside PowerShell, especially in authentication and image removal sections.
  • Include Linux/macOS-specific tips (e.g., stopping containers, file permissions, troubleshooting common issues).
  • Balance tool recommendations by mentioning Linux-native editors (e.g., VS Code on Linux, Vim, etc.) and alternatives to PowerShell.
  • Where PowerShell is mentioned, clarify that Bash or other shells can be used on Linux/macOS and provide equivalent commands if needed.
Container Registry Quickstart - Create Registry in Portal ...iner-registry/container-registry-get-started-portal.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 instructions for signing in to the registry, but PowerShell (a Windows-centric tool) is given equal prominence to Azure CLI, and examples for both are shown in parallel tabs. There is no explicit Linux/macOS bias, but PowerShell is not natively available on most Linux/macOS systems. The overall flow is platform-neutral, with Docker instructions and portal steps applicable to all OSes. However, the inclusion of PowerShell as a primary method may create friction for Linux/macOS users, who are more likely to use Azure CLI.
Recommendations
  • Make Azure CLI the default or primary example, as it is cross-platform and preferred on Linux/macOS.
  • Clearly indicate that PowerShell is optional and primarily for Windows users.
  • Add a note clarifying that Azure CLI is recommended for Linux/macOS, and PowerShell for Windows.
  • Consider moving CLI examples before PowerShell examples, or providing CLI-only instructions unless PowerShell is required.
  • Ensure that all steps can be completed using CLI commands on Linux/macOS, and highlight any differences if they exist.
Container Registry Manage OCI Artifacts and Supply Chain Artifacts with ORAS ...ntainer-registry/container-registry-manage-artifact.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation provides both Linux/macOS and Windows examples for key ORAS CLI commands, but Windows examples (using .cmd syntax) are consistently shown after Linux/macOS examples. There is a notable mention of Docker Desktop credential store, which is primarily a Windows tool, and some authentication instructions reference Windows-specific patterns. However, Linux/macOS users are generally able to follow all steps, and most commands are shown in bash syntax first.
Recommendations
  • Ensure that Linux/macOS and Windows instructions are presented with equal prominence, possibly side-by-side or in tabs.
  • Clarify Docker credential store usage for Linux (e.g., mention pass, secretservice, or other Linux-native credential helpers).
  • Where Windows-specific instructions are given, provide equivalent Linux/macOS instructions if any differences exist.
  • Review authentication sections to ensure Linux/macOS users are not left out when Docker Desktop is referenced.
  • Consider using platform-agnostic command blocks or explicitly note platform differences.
Container Registry Azure Container Registry custom roles ...ainer-registry/container-registry-rbac-custom-roles.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 provides both Azure CLI and Azure PowerShell examples for listing permissions, but PowerShell is mentioned and shown alongside CLI, which can signal a Windows-centric approach. In the 'Creating or updating a custom role' and 'Assigning a custom role' sections, Azure PowerShell is listed as a primary tool, and the order of tools sometimes places PowerShell before or alongside CLI, which may subtly prioritize Windows workflows. No Linux-specific tools or shell examples are provided, and there is no explicit mention of Linux/macOS compatibility or parity.
Recommendations
  • Ensure Azure CLI examples are shown first, as it is cross-platform and preferred on Linux/macOS.
  • Explicitly mention that Azure CLI and Azure PowerShell are both available on Windows, Linux, and macOS.
  • Add Bash or shell script examples where appropriate to demonstrate Linux workflows.
  • Avoid listing PowerShell before CLI unless there is a technical reason.
  • Clarify that all shown commands work on Linux/macOS unless otherwise noted.
Container Registry Azure Container Registry SKU Features and Limits ...articles/container-registry/container-registry-skus.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for key operations (showing usage, changing SKUs), but PowerShell is mentioned explicitly and examples are given alongside CLI. The PowerShell references and examples may be more familiar to Windows users, and PowerShell is a Windows-centric tool, though it is now cross-platform. There are no explicit Linux/macOS shell examples (e.g., Bash), and CLI examples are not shown as the primary or sole method. The order of presentation sometimes puts PowerShell before or alongside CLI, rather than CLI first (which is more universal).
Recommendations
  • Present Azure CLI examples first, as CLI is cross-platform and more widely used outside Windows.
  • Add explicit Bash/shell examples where relevant, especially for Linux/macOS users.
  • Clarify that PowerShell is available cross-platform, but note that CLI is often preferred for Linux/macOS.
  • Consider separating Windows-specific tooling (PowerShell) into a distinct section, or mark it as optional for Windows users.
  • Ensure that all examples and instructions can be completed using CLI alone, without requiring PowerShell.
Container Registry Quickstart- Manage Container Registry Content with Azure Client Libraries ...cles/container-registry/quickstart-client-libraries.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 page shows mild Windows bias in the prerequisites section, where Azure PowerShell and Azure Portal are mentioned as options to create a registry before the Azure CLI. The package installation examples for each language use cross-platform tools (npm, pip, go get, etc.), and the code samples themselves are platform-neutral. However, the only explicit shell example shown is PowerShell for .NET package installation, and Azure PowerShell is mentioned before Azure CLI in the registry creation instructions. No Linux/macOS-specific instructions or examples are missing, but Windows tools are referenced first.
Recommendations
  • List Azure CLI before Azure PowerShell and Portal in the prerequisites, as CLI is cross-platform.
  • Provide Bash or shell examples alongside PowerShell for .NET package installation.
  • Clarify that all client libraries and CLI commands work on Linux/macOS as well as Windows.
  • Add explicit notes or links for Linux/macOS users where relevant, especially in setup sections.
Container Registry Quickstart: Deploying the Connected Registry Arc Extension ...iner-registry/quickstart-connected-registry-arc-cli.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 provides both Bash and PowerShell examples for generating the protected settings JSON file, but the PowerShell example is given equal prominence and uses Windows-specific syntax (echo, tr -d '\r'), which is not portable to Linux/macOS. The Bash example is listed first, but the presence of a dedicated PowerShell tab and Windows-centric command patterns may create friction for Linux/macOS users. No Linux-specific tools or patterns are missing, and all CLI commands are cross-platform, but the PowerShell example could be confusing for non-Windows users.
Recommendations
  • Clearly indicate which example is for Windows and which is for Linux/macOS, using tabbed sections labeled 'Windows (PowerShell)' and 'Linux/macOS (Bash)'.
  • Add a note clarifying that the PowerShell example is intended for Windows users, and the Bash example for Linux/macOS.
  • Consider providing a macOS-specific example if there are any platform-specific nuances.
  • Review the PowerShell example to ensure it does not introduce unnecessary complexity for Linux/macOS users (e.g., avoid using 'tr -d "\r"' unless needed).
  • Ensure that the Bash example is complete and works as expected on both Linux and macOS.
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