Container Registry

149
Total Pages
127
Linux-Friendly Pages
22
Pages with Bias
14.8%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

183 issues found
Showing 26-50 of 183 flagged pages
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-get-started-bicep.md ...ainer-registry/container-registry-get-started-bicep.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation demonstrates a Windows bias by referencing PowerShell and Visual Studio Code as primary tools, listing PowerShell deployment instructions before CLI, and omitting explicit Linux/macOS terminal examples or shell commands. The use of Windows-centric shortcuts (e.g., ctrl+`) and lack of mention of Linux editors or shells further reinforces this bias.
Recommendations
  • Add explicit Linux/macOS shell examples (e.g., bash) alongside PowerShell and Azure CLI instructions.
  • Mention common Linux editors (e.g., Vim, Nano) in addition to Visual Studio Code.
  • Include Linux/macOS-specific instructions for changing directories and running commands.
  • Clarify that Azure CLI commands work cross-platform and provide terminal usage examples for Linux/macOS.
  • Avoid Windows-specific keyboard shortcuts or provide alternatives for other platforms.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-get-started-docker-cli.md ...-registry/container-registry-get-started-docker-cli.md
High Priority View Details →
Scanned: 2026-01-09 00:34
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 provided alongside Azure CLI, and PowerShell is called out as a recommended method for authentication and image removal. Windows tools such as Visual Studio Code and its Docker extension are mentioned as productivity aids. In several places, Windows-specific patterns (e.g., Control+C for stopping containers) are referenced without Linux alternatives. The order of presentation often places Windows/PowerShell options before or alongside Linux/CLI equivalents, but Linux-specific examples or notes are generally missing.
Recommendations
  • Add explicit Linux shell examples (e.g., bash) for authentication and image removal, especially where PowerShell is featured.
  • Include Linux-specific notes for common operations, such as stopping containers (e.g., mention that Control+C works in most terminals, but clarify for Linux users).
  • Mention Linux-native tools or workflows where Windows tools (e.g., Visual Studio Code) are recommended.
  • Ensure that Azure CLI (cross-platform) is presented as the primary method, with PowerShell as an alternative, and clarify platform applicability.
  • Where tabs are used for CLI/PowerShell, add a Bash/Linux tab if there are platform-specific nuances.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-health-error-reference.md ...-registry/container-registry-health-error-reference.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation page exhibits a mild Windows bias, primarily in the Notary error section, where Windows-specific instructions (using notary.exe and placing it in a Windows path) are given first and in more detail than Linux/macOS equivalents. Other sections mention adding paths to 'system variables' without clarifying cross-platform differences, and do not provide explicit Linux or macOS examples for environment variable configuration or tool installation.
Recommendations
  • Provide explicit Linux/macOS instructions alongside Windows ones, especially for tool installation and environment variable configuration (e.g., mention modifying $PATH in bash/zsh).
  • When referencing file paths or executables, include Linux/macOS equivalents (e.g., where to place binaries, how to rename them, and typical locations).
  • Avoid using Windows terminology like 'system variables' or '.exe' exclusively; clarify cross-platform differences.
  • Ensure that examples and troubleshooting steps are presented for all major platforms (Windows, Linux, macOS) in parallel, not just Windows-first.
  • Where possible, link to platform-specific installation guides for Docker, Helm, Notary, etc.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-import-images.md ...container-registry/container-registry-import-images.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates a bias toward Windows environments by providing examples exclusively for Azure CLI and Azure PowerShell, with no explicit Linux shell (bash/zsh) or cross-platform command-line examples. PowerShell is a Windows-native tool, and its usage is presented equally alongside Azure CLI, but there are no Linux-specific instructions, nor are Linux tools or shell patterns mentioned. The only OS-specific image example is for Windows Server Core, with no Linux image import example. There is no mention of running commands in Linux terminals, nor are Linux authentication or credential patterns discussed.
Recommendations
  • Add explicit Linux shell (bash/zsh) examples for all CLI commands, demonstrating usage in a typical Linux terminal.
  • Include instructions or notes on installing and running Azure CLI on Linux, and clarify that all CLI commands work cross-platform.
  • Provide an example of importing a Linux-based image (e.g., Ubuntu, Alpine) from Microsoft Container Registry, not just Windows Server Core.
  • Mention Linux authentication patterns (such as using environment variables for credentials, or using managed identities on Linux VMs).
  • Clarify that Azure PowerShell can be run on Linux, but provide bash alternatives where possible.
  • Ensure parity in troubleshooting and prerequisites sections, referencing Linux-specific issues or steps where relevant.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-get-started-portal.md ...iner-registry/container-registry-get-started-portal.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation provides sign-in instructions for Azure CLI and Azure PowerShell, with PowerShell being a Windows-centric tool. There are no explicit Linux shell examples (e.g., Bash) for registry sign-in, and PowerShell instructions are given equal prominence to CLI, despite CLI being cross-platform. The documentation references Docker installation for Mac, Windows, and Linux, but operational examples (e.g., registry sign-in) omit Linux-specific command-line patterns. There is a subtle Windows bias in tool selection and example prioritization.
Recommendations
  • Add explicit Bash/Linux shell examples for Azure CLI usage, clarifying that CLI commands work natively on Linux and MacOS.
  • Clarify that Azure PowerShell is available cross-platform, but highlight Bash/CLI as the default for Linux users.
  • Consider providing a Linux-first example order, or at least alternate between Windows and Linux examples.
  • Add notes or tabs for Linux-specific workflows, such as using Bash scripts for automation.
  • Ensure parity in troubleshooting and environment setup instructions for Linux users.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-helm-repos.md ...es/container-registry/container-registry-helm-repos.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation exhibits Windows bias by listing Windows-centric tools and patterns before Linux equivalents, using Windows-style commands (e.g., 'set' for environment variables), and referencing Azure PowerShell alongside Azure CLI for cluster creation. There are missing Linux-specific examples for common tasks such as setting environment variables and authentication, and no explicit mention of Linux shell alternatives (e.g., 'export' instead of 'set').
Recommendations
  • Provide Linux/macOS shell equivalents for all command-line examples, especially for environment variable setting (e.g., use 'export ACR_NAME=...' alongside 'set').
  • List Azure CLI and Linux shell commands before or alongside Windows/PowerShell commands when presenting options.
  • Explicitly mention that all commands are cross-platform, and clarify any platform-specific differences.
  • Add notes or tabs for Linux/macOS and Windows/PowerShell command variants where appropriate.
  • Ensure that authentication and scripting examples use syntax compatible with bash/zsh and PowerShell, or provide both.
  • Review all examples for Windows-specific assumptions and update them for platform neutrality.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-manage-artifact.md ...ntainer-registry/container-registry-manage-artifact.md
High Priority View Details →
Scanned: 2026-01-09 00:34
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 ORAS commands, but Windows examples are consistently presented after Linux/macOS, and use Windows-specific syntax (cmd.exe, .\oras.exe, caret line continuation). There is a notable emphasis on Docker Desktop credential store, which is primarily a Windows/Mac tool, and no mention of Linux-native credential management. The authentication section references Microsoft Entra and Azure CLI, which are cross-platform, but the Docker credential store reference is Windows-centric. There are no missing Linux examples, but Windows-specific tools and patterns are mentioned.
Recommendations
  • Present Linux and Windows examples in parallel, or alternate which is shown first to avoid implicit prioritization.
  • Explicitly mention Linux-native credential management options (e.g., Docker credential helpers for Linux, or ORAS config file usage).
  • Clarify that Docker Desktop credential store is available on Windows and Mac, and provide equivalent instructions for Linux users (e.g., using docker-credential-pass or other Linux credential helpers).
  • Where possible, use platform-agnostic commands, or provide clear guidance for each platform, including Linux-specific nuances.
  • Review references to Windows tools (e.g., .\oras.exe) and ensure Linux equivalents are equally described and visible.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-skus.md ...articles/container-registry/container-registry-skus.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation page presents both Azure CLI and Azure PowerShell examples for managing Azure Container Registry SKUs, but PowerShell is given equal prominence to CLI, and is mentioned before Linux-native alternatives (e.g., Bash scripting). There are no explicit Linux shell (bash) or macOS Terminal examples, and the only command-line tools referenced are Azure CLI and PowerShell, both of which are commonly associated with Windows environments. No Linux-specific tools or usage patterns are discussed, and PowerShell is referenced in multiple places, reinforcing a Windows-centric approach.
Recommendations
  • Add explicit bash shell examples for all CLI commands, showing usage in Linux/macOS environments.
  • Clarify that Azure CLI is cross-platform and provide installation/use instructions for Linux and macOS.
  • Include notes or examples for common Linux container tools (e.g., Podman, containerd) where relevant.
  • Avoid presenting PowerShell examples before or alongside CLI unless parity is maintained for Linux/macOS users.
  • Reference Linux-native scripting and automation patterns where appropriate.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-skus.md ...articles/container-registry/container-registry-skus.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation page demonstrates a moderate Windows bias. Examples and tool references for managing Azure Container Registry SKUs are presented first with Azure CLI (cross-platform), but PowerShell (Windows-centric) is always mentioned as the second option, with no mention of Bash, shell scripting, or Linux-specific package managers. The REST API is referenced, but not exemplified. There are no explicit Linux command-line examples, nor are Linux desktop tools or patterns discussed. The documentation assumes familiarity with Azure PowerShell, which is most commonly used on Windows.
Recommendations
  • Add explicit Bash or shell examples for common operations, such as changing SKUs or showing usage.
  • Clarify that Azure CLI is cross-platform and provide Linux-specific installation or usage notes.
  • Include references to Linux-native container tools (e.g., Podman, containerd) in example sections, not just in passing.
  • Provide REST API usage examples with curl or httpie for Linux users.
  • Balance the order of tool presentation (e.g., alternate between CLI and PowerShell, or group by platform).
  • Mention that Azure PowerShell is available on Linux, but provide parity for Linux users who may prefer Bash or other shells.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-authentication.md ...ontainer-registry/container-registry-authentication.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools Missing Linux Example
Summary
The documentation demonstrates a Windows bias by consistently presenting Azure PowerShell examples alongside or immediately after Azure CLI examples, with no explicit Bash or Linux shell examples for registry management tasks. Windows-specific tooling (PowerShell) is given parity with Azure CLI, but Linux-native tools and workflows are only briefly mentioned (e.g., podman) and not demonstrated in detail. The guidance and examples for authentication and registry management focus on Azure CLI and PowerShell, with no Linux shell scripting or non-Windows environment walkthroughs. The 'Next steps' section also only links to Azure CLI and PowerShell guides, omitting Linux/Bash or cross-platform alternatives.
Recommendations
  • Add explicit Bash/Linux shell examples for authentication and registry management tasks, especially for common workflows like service principal login and admin account management.
  • Provide parity for Linux-native container tools (e.g., podman, skopeo) in examples, not just mention them in passing.
  • Include a 'Linux/Bash' tab alongside 'Azure CLI' and 'Azure PowerShell' for all code examples, showing commands as run in a typical Linux environment.
  • In the 'Next steps' section, link to guides for Linux/Bash workflows and container management using Linux-native tools.
  • Clarify that Azure CLI is cross-platform and demonstrate its use in Linux environments, including installation and configuration steps for Linux.
  • Where PowerShell is mentioned, note its availability on Linux, but do not assume it is the default shell for Linux users.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-auth-service-principal.md ...-registry/container-registry-auth-service-principal.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation references both Azure CLI and Azure PowerShell sample scripts, but lists PowerShell examples and links alongside CLI examples, potentially giving Windows tools parity or priority. There is no explicit mention of Linux-specific shell scripting or environment setup, and examples use environment variables in a way that is compatible with both Bash and PowerShell, but do not clarify platform differences. No Linux-specific authentication patterns or troubleshooting are discussed, and the sample script links do not highlight Linux-first workflows.
Recommendations
  • Add explicit Linux/Bash shell script examples and clarify platform differences in environment variable usage.
  • Provide guidance for Linux users on installing and using Azure CLI, including authentication patterns specific to Linux environments.
  • Ensure that Linux tools (e.g., Bash, OpenSSL) are mentioned before or alongside Windows tools, and provide troubleshooting tips for Linux users.
  • Include links to Linux-focused sample repositories or documentation, and highlight Linux compatibility in all examples.
  • Add a section on using service principals in Linux CI/CD environments (e.g., GitHub Actions, Jenkins on Linux runners).
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-authentication-managed-identity.md ...https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-authentication-managed-identity.md
High Priority View Details →
Scanned: 2026-01-08 00:53
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 all steps, but PowerShell (a Windows-centric tool) is given equal prominence to Azure CLI, which is more cross-platform. There is a notable emphasis on installing and using PowerShell on Ubuntu, which is not a typical Linux pattern. The documentation references Docker installation for macOS, Windows, and Linux equally, but the main walkthrough is focused on Ubuntu VMs. There are no explicit Linux shell-only examples (e.g., Bash scripts using REST APIs or SDKs), and PowerShell is presented as a first-class option for Linux users, which may not align with common Linux workflows.
Recommendations
  • Prioritize Azure CLI examples and make them the default or first-shown option, as CLI is more widely used on Linux.
  • Provide Bash shell script examples for key steps, especially authentication and Docker usage, without requiring PowerShell.
  • Clarify that PowerShell is optional on Linux, and suggest native Bash/CLI workflows for Linux users.
  • Add explicit guidance for Linux users who prefer not to install PowerShell, including alternatives using Azure CLI and REST APIs.
  • Consider including examples for other Linux distributions (not just Ubuntu), or generalize instructions where possible.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-get-started-docker-cli.md ...-registry/container-registry-get-started-docker-cli.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation page demonstrates a moderate Windows bias. While Docker CLI commands are platform-agnostic, Azure PowerShell examples are given equal prominence to Azure CLI, and Windows-centric tools (Visual Studio Code, Docker extension) are recommended. In several places, PowerShell is mentioned before or alongside CLI, but no Linux shell-specific examples (e.g., bash scripts) are provided. The use of 'Control+C' for stopping containers is a Windows-centric notation, and Visual Studio Code is promoted as a primary workflow tool, which is more common on Windows. There are no explicit Linux shell or macOS terminal examples, nor any mention of Linux-native tools or patterns.
Recommendations
  • Add explicit Linux shell (bash) examples for authentication and image management, especially for scripting scenarios.
  • Include macOS-specific notes where relevant (e.g., stopping containers, file paths).
  • Present Azure CLI (cross-platform) examples before PowerShell, and clarify CLI is recommended for Linux/macOS users.
  • Mention Linux-native editors (e.g., Vim, VS Code on Linux) and workflows alongside Visual Studio Code.
  • Use platform-neutral notation for keyboard shortcuts (e.g., 'press Ctrl+C or Cmd+C to stop the container').
  • Highlight Docker Desktop for Linux and provide links to Linux installation and troubleshooting guides.
  • Where PowerShell is referenced, clarify its availability on Linux and macOS, or provide alternative bash commands.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-get-started-portal.md ...iner-registry/container-registry-get-started-portal.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation provides sign-in instructions for Azure CLI and Azure PowerShell, with PowerShell being a Windows-centric tool. There are no explicit Linux shell (bash) examples for signing in, nor are Linux-specific patterns or tools mentioned in parity with Windows/PowerShell. The documentation references Docker installation for Mac, Windows, and Linux, but command-line examples for registry login and management are limited to Azure CLI and PowerShell, with no Linux shell or bash-specific guidance. The order of presentation also places PowerShell examples alongside CLI, potentially giving Windows tools equal or greater prominence than Linux equivalents.
Recommendations
  • Add explicit bash/Linux shell examples for registry login and management, especially for common scenarios (e.g., using az acr login from bash).
  • Clarify that Azure CLI commands work cross-platform and provide sample usage in bash or Linux terminal.
  • Consider presenting CLI (cross-platform) examples before PowerShell (Windows-centric) examples, or clearly label PowerShell as Windows-specific.
  • Include notes or sections for Linux users, highlighting any differences or additional steps required.
  • Ensure parity in troubleshooting and cleanup instructions for Linux environments (e.g., using az group delete from bash).
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-get-started-bicep.md ...ainer-registry/container-registry-get-started-bicep.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page demonstrates a Windows bias by referencing PowerShell and Visual Studio Code as primary tools, listing PowerShell deployment instructions before CLI, and omitting explicit Linux/macOS shell examples. The use of Windows-centric terminology and lack of parity in Linux-specific guidance may hinder accessibility for Linux users.
Recommendations
  • Add explicit Bash/Linux/macOS shell examples alongside PowerShell, especially for deployment and resource cleanup steps.
  • Present Azure CLI (which is cross-platform) instructions before PowerShell, or clarify that CLI commands work on all platforms.
  • Mention alternative editors (e.g., Vim, nano) for creating Bicep files, not just Visual Studio Code.
  • Include instructions for opening terminals on Linux/macOS (e.g., Terminal app, Ctrl+Alt+T) in addition to Windows shortcuts.
  • Ensure resource cleanup steps include CLI commands and clarify their cross-platform compatibility.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-health-error-reference.md ...-registry/container-registry-health-error-reference.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows First Missing Linux Example
Summary
The documentation page shows evidence of Windows bias, particularly in the 'NOTARY_VERSION_ERROR' section, which provides explicit instructions for Windows users (e.g., using notary.exe, specifying the default Windows path) before mentioning Linux/macOS alternatives. There is a lack of parity in providing Linux-specific paths or commands, and several solution steps refer to adding executables to 'system variables' or 'system environment variables' without clarifying Linux equivalents (e.g., PATH modifications). No Linux-specific troubleshooting commands or examples are provided, and references to tools (Docker, Helm, Notary) are generic, but where details are given, Windows is prioritized.
Recommendations
  • Provide explicit Linux and macOS instructions alongside Windows steps, including default installation paths and commands for adding executables to PATH.
  • When mentioning system environment variables, clarify how to modify PATH on Linux/macOS (e.g., editing ~/.bashrc or ~/.profile).
  • In sections like 'NOTARY_VERSION_ERROR', list Linux/macOS instructions before or alongside Windows instructions, and specify download locations and installation steps for those platforms.
  • Include troubleshooting commands and examples for Linux (e.g., systemctl for restarting Docker daemon, checking permissions, etc.).
  • Ensure parity in examples and troubleshooting steps for all major platforms (Windows, Linux, macOS) to avoid implicit prioritization of Windows.
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-manage-artifact.md ...ntainer-registry/container-registry-manage-artifact.md
High Priority View Details →
Scanned: 2026-01-08 00:53
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 commands, but Windows examples (using .cmd syntax and .\oras.exe) are consistently presented after Linux/macOS/WSL2 examples. There is a notable emphasis on Windows tooling, such as referencing Docker Desktop credential store (which is Windows-centric), and explicit Windows command syntax. However, Linux parity is generally maintained, with bash examples and clear instructions for Linux/WSL2/macOS users. There are no sections where only Windows examples are given, but the documentation does not mention Linux-specific credential stores or patterns, and Docker Desktop is referenced without alternatives for Linux.
Recommendations
  • Include Linux-specific credential store information (e.g., pass, gnome-keyring, or Docker's Linux credential helpers) when discussing authentication.
  • When referencing Docker Desktop, also mention Docker Engine for Linux and how credentials are managed on Linux systems.
  • Present command examples for Linux and Windows side-by-side, or clarify that the Linux/macOS/WSL2 example applies to most users, with Windows as an alternative.
  • Add notes or sections for common Linux troubleshooting or environment setup, such as permissions or package manager installation commands.
  • Ensure parity in tool recommendations (e.g., mention Linux-native signing tools if referencing Notation or similar Windows tools).
GitHub Create Pull Request
Container Registry https://github.com/MicrosoftDocs/azure-management-docs/blob/main/articles/container-registry/container-registry-import-images.md ...container-registry/container-registry-import-images.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
Powershell Heavy Windows First 🔧 Windows Tools Missing Linux Example
Summary
The documentation page provides examples exclusively for Azure CLI and Azure PowerShell, with no mention of Linux-specific shell environments or commands (e.g., bash, sh). PowerShell examples are given equal prominence to CLI, and Windows-specific images (such as 'windows/servercore:ltsc2019') are highlighted. There is no explicit guidance or examples for Linux users, nor are Linux-native tools or patterns referenced. The documentation assumes familiarity with PowerShell and Windows-centric workflows, which may disadvantage Linux users.
Recommendations
  • Add explicit Linux shell (bash/sh) usage examples, especially for Azure CLI commands, showing how to run them in typical Linux environments.
  • Clarify that Azure CLI commands are cross-platform and can be run on Linux, macOS, and Windows, and provide installation links for all platforms.
  • Include examples using Linux-native images (e.g., Ubuntu, Alpine) alongside Windows images to demonstrate parity.
  • Mention that Azure CLI can be used in Linux terminals and provide troubleshooting tips relevant to Linux environments (e.g., dealing with permissions, environment variables).
  • Reduce the emphasis on PowerShell by making CLI examples primary, or by providing bash script equivalents where appropriate.
  • Add a section or note for users working in Linux environments, highlighting any differences or considerations.
GitHub Create Pull Request
Container Registry Manage Public Content in Private Container Registry ...icles/container-registry/buffer-gate-public-content.md
Medium Priority View Details →
Scanned: 2026-02-19 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 to Azure Container Registry, but the PowerShell example is given equal prominence and is presented immediately after the CLI example. There are no Linux/macOS-specific shell examples (e.g., Bash), and PowerShell is a Windows-centric tool, though it is now cross-platform. The documentation does not mention Linux-native tools or workflows (such as Bash scripts or Docker commands for import), and the Azure PowerShell example may create friction for Linux/macOS users who are less likely to use PowerShell.
Recommendations
  • Add explicit Bash shell examples for image import using Azure CLI, highlighting Linux/macOS compatibility.
  • Clarify that Azure CLI is fully cross-platform and preferred for Linux/macOS users.
  • Consider mentioning Docker CLI commands for image manipulation as an alternative for Linux/macOS users.
  • If PowerShell is included, note its cross-platform support and provide guidance for Linux/macOS installation.
GitHub Create Pull Request
Container Registry Azure Container Registry Authentication Options Explained ...ontainer-registry/container-registry-authentication.md
Medium Priority View Details →
Scanned: 2026-02-19 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for authentication, but PowerShell is given equal prominence throughout, despite being primarily a Windows tool. In several sections, PowerShell commands are presented as a main option rather than as an alternative for Windows users. There are no explicit Linux/macOS-specific command-line examples (e.g., bash scripting, environment variable usage in Linux shells), and the documentation does not clarify platform differences or provide Linux/macOS-specific guidance. While the CLI examples are cross-platform, the prominence of PowerShell and lack of explicit Linux/macOS context may create friction for non-Windows users.
Recommendations
  • Clearly indicate that Azure PowerShell examples are primarily for Windows users, and that Azure CLI is cross-platform.
  • Add explicit bash/zsh/Linux shell examples for scripting scenarios (e.g., using export instead of set for environment variables, using Linux shell syntax for piping tokens).
  • In sections where PowerShell is shown, provide a corresponding Linux/macOS shell example or clarify that PowerShell is optional.
  • When referencing environment variables, show both Windows (set/PowerShell) and Linux (export/bash) syntax.
  • Consider reordering examples to show Azure CLI (cross-platform) first, and PowerShell as an alternative for Windows users.
GitHub Create Pull Request
Container Registry Azure Container Registry Authentication Options Explained ...ontainer-registry/container-registry-authentication.md
Medium Priority View Details →
Scanned: 2026-02-18 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation provides authentication options for Azure Container Registry, with examples for both Azure CLI and Azure PowerShell. However, PowerShell examples are prominent throughout, and the CLI examples are not explicitly shown for Linux/macOS environments (e.g., bash shell usage, environment variable syntax). Windows/PowerShell tools are mentioned alongside Azure CLI, but Linux-specific guidance (such as shell syntax or troubleshooting for Linux users) is missing. The 'Next steps' section also lists PowerShell and CLI separately, but does not clarify cross-platform usage.
Recommendations
  • Add explicit Linux/macOS shell examples for Azure CLI commands, including bash/zsh syntax for environment variables and piping.
  • Clarify that Azure CLI commands work identically on Linux/macOS and Windows, and provide troubleshooting tips for common Linux issues (e.g., Docker daemon permissions).
  • Include a note or section on using Azure CLI in bash/zsh, and highlight cross-platform compatibility.
  • Balance PowerShell and CLI examples by showing Linux/macOS usage patterns where relevant.
  • In the 'Next steps' section, link to cross-platform guides or clarify that Azure CLI is available on all major OSes.
GitHub Create Pull Request
Container Registry Azure Container Registry Authentication Options Explained ...ontainer-registry/container-registry-authentication.md
Medium Priority View Details →
Scanned: 2026-02-17 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First Missing Linux Example
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for authentication, but PowerShell is given equal or greater prominence than Linux-native workflows. PowerShell is not natively available on most Linux/macOS systems, and the documentation does not provide explicit Bash or shell script examples for common Linux/macOS scenarios. In several places, PowerShell is presented as a primary workflow, and Linux-native tools or shell scripting are not covered in depth. The use of 'docker' and 'az' CLI is cross-platform, but the lack of explicit Linux/macOS shell examples and the prominence of PowerShell may create friction for non-Windows users.
Recommendations
  • Add explicit Bash/shell script examples for authentication workflows, especially for service principal and admin account scenarios.
  • Clarify that PowerShell is not required on Linux/macOS and that all Azure CLI examples work natively in Bash or other shells.
  • Reorder examples to show Azure CLI (cross-platform) first, and PowerShell second, or clearly label PowerShell as optional/alternative.
  • Where PowerShell cmdlets are shown, provide equivalent Bash/CLI commands for parity.
  • Add a short section or note for Linux/macOS users, confirming that all workflows are supported and linking to any OS-specific guidance if needed.
GitHub Create Pull Request
Container Registry Azure Container Registry Authentication Options Explained ...ontainer-registry/container-registry-authentication.md
Medium Priority View Details →
Scanned: 2026-02-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First 🔧 Windows Tools
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for authentication, but PowerShell is given equal or greater prominence than is typical for cross-platform parity. PowerShell is a Windows-centric tool, and its inclusion alongside CLI in every example may create friction for Linux/macOS users. Additionally, PowerShell commands are shown in detail, and the CLI/PowerShell tab structure sometimes lists PowerShell first. There is minimal mention of Linux/macOS-specific shell environments, and no explicit Bash or shell script examples are provided. However, the core authentication flows use Azure CLI and Docker, which are cross-platform.
Recommendations
  • Prioritize Azure CLI examples and ensure they are always listed before PowerShell, as CLI is the primary cross-platform tool.
  • Clearly indicate that PowerShell is optional and primarily for Windows users; consider moving PowerShell examples to a separate section or tab.
  • Add explicit Bash/shell script examples for Linux/macOS users, especially for scripting scenarios.
  • Where PowerShell is mentioned, add a note that Azure CLI is recommended for Linux/macOS.
  • Ensure that all instructions referencing environment variables or scripting use syntax compatible with Bash as well as PowerShell.
GitHub Create Pull Request
Container Registry Azure Container Registry SKU Features and Limits ...articles/container-registry/container-registry-skus.md
Medium Priority View Details →
Scanned: 2026-02-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for key operations (such as changing registry SKU), but consistently lists PowerShell after CLI and does not provide Linux/macOS-specific guidance or examples (e.g., Bash scripting, shell usage). REST API references are included, but no explicit Linux/macOS command-line examples or notes about cross-platform usage. The PowerShell examples are Windows-centric, and there is no mention of Linux tools or patterns.
Recommendations
  • Add explicit Bash or shell examples for Linux/macOS users alongside Azure CLI and PowerShell.
  • Clarify that Azure CLI is cross-platform and can be used on Linux, macOS, and Windows.
  • Where PowerShell is mentioned, note that PowerShell Core is available cross-platform, or provide Bash alternatives.
  • Add notes or examples for common Linux container tools (e.g., Podman, Docker CLI usage on Linux).
  • Ensure that references to Azure CLI are prominent and clarify its parity with PowerShell for registry management.
GitHub Create Pull Request
Container Registry Azure Container Registry Authentication Options Explained ...ontainer-registry/container-registry-authentication.md
Medium Priority View Details →
Scanned: 2026-02-12 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Powershell Heavy Windows First 🔧 Windows Tools
Summary
The documentation provides both Azure CLI and PowerShell examples for authentication, but PowerShell (a Windows-centric tool) is consistently featured alongside CLI, and sometimes appears first in tables and sections. There is a notable emphasis on PowerShell usage, and the CLI examples use Windows-style environment variable syntax in some places. Linux/macOS equivalents are present but not always highlighted or explained with parity. The documentation also refers to the Docker daemon and CLI, which are cross-platform, but does not explicitly mention Linux/macOS shell usage or differences. The alternative container tool section does mention 'podman', which is more common on Linux, but this is a minor mention.
Recommendations
  • Ensure that Azure CLI examples are always presented first, as it is cross-platform, and clarify that PowerShell is optional and primarily for Windows users.
  • Add explicit Linux/macOS shell command examples (e.g., using export instead of set for environment variables, or using bash syntax for variables).
  • Where PowerShell is mentioned, add a note that it is available cross-platform, but is most commonly used on Windows.
  • In the table of authentication methods, list Azure CLI before PowerShell to reflect cross-platform parity.
  • Add a brief section or note clarifying that all CLI commands are supported on Linux/macOS, and provide links to platform-specific installation guides for Docker, Azure CLI, and PowerShell.
GitHub Create Pull Request
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