Container Apps

196
Total Pages
154
Linux-Friendly Pages
42
Pages with Bias
21.4%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

198 issues found
Showing 151-175 of 198 flagged pages
Container Apps Quickstart: Deploy a Dapr application to Azure Container Apps with an Azure Resource Manager or Bicep file ...iner-apps/microservices-dapr-azure-resource-manager.md
Low Priority View Details →
Scanned: 2026-01-26 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 all Azure CLI commands, ensuring cross-platform coverage. However, PowerShell examples are present throughout, and in some sections (such as deployment and log viewing), PowerShell examples are shown immediately after Bash, which may suggest a slight Windows-first bias. There are no Linux-specific tools or patterns missing, and all instructions are compatible with Linux/macOS. The presence of PowerShell examples is helpful for Windows users but could be seen as slightly favoring Windows environments.
Recommendations
  • Consider explicitly stating that Bash examples work on Linux/macOS and WSL, while PowerShell is for Windows users.
  • Ensure that Bash examples are presented first in all sections to reinforce Linux parity.
  • Add a note clarifying that all steps can be completed on Linux/macOS without PowerShell.
  • Where possible, mention that Azure CLI is cross-platform and does not require PowerShell.
GitHub Create Pull Request
Container Apps Troubleshooting in Azure Container Apps ...s/blob/main/articles/container-apps/troubleshooting.md
Low Priority View Details →
Scanned: 2026-01-26 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
🔧 Windows Tools Windows First Powershell Heavy Missing Linux Example
Summary
The documentation provides troubleshooting guidance for Azure Container Apps, but there is mild evidence of Windows bias. Windows/PowerShell tools and terminology are mentioned (e.g., 'elevated command prompt', 'cmdlets from the Az.App module'), and PowerShell examples are given alongside Bash, but Windows-specific instructions (such as running Docker on Windows) are referenced before Linux equivalents. There are no explicit Linux/macOS instructions or references to Linux-specific tools, and some steps (like 'elevated command prompt') assume a Windows environment.
Recommendations
  • Include explicit instructions and examples for Linux/macOS users, such as running Docker commands in a Linux terminal.
  • When referencing command-line actions, avoid Windows-centric terms like 'elevated command prompt'; instead, mention both Windows and Linux/macOS equivalents (e.g., 'run in an elevated command prompt (Windows) or with sudo in a Linux/macOS terminal').
  • Provide parity in CLI examples, ensuring both Bash and PowerShell are equally represented and contextualized.
  • Reference Docker installation and usage guides for Linux/macOS alongside Windows.
  • Clarify that Azure CLI and PowerShell modules are cross-platform, and provide installation/update instructions for Linux/macOS where relevant.
GitHub Create Pull Request
Container Apps Deploy the Dapr extension for Azure Functions in Azure Container Apps ...in/articles/container-apps/dapr-functions-extension.md
Low Priority View Details →
Scanned: 2026-01-24 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both PowerShell and curl examples for HTTP requests, but PowerShell examples are consistently presented first in each tabbed section. This ordering may subtly prioritize Windows users. There are no Linux-specific tools or patterns mentioned, but curl is a cross-platform tool, and all Azure CLI commands are platform-neutral. No critical functionality is missing for Linux/macOS users.
Recommendations
  • Present curl examples before PowerShell, or alternate the order to avoid implicit prioritization.
  • Explicitly note that curl commands work on Linux/macOS and Windows (with curl installed), and PowerShell is primarily for Windows users.
  • Consider adding bash examples for common tasks, if relevant.
  • Clarify that all Azure CLI commands work on Linux, macOS, and Windows.
GitHub Create Pull Request
Container Apps Quickstart: Deploy a Dapr application to Azure Container Apps with an Azure Resource Manager or Bicep file ...iner-apps/microservices-dapr-azure-resource-manager.md
Low Priority View Details →
Scanned: 2026-01-24 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 all CLI commands, ensuring cross-platform coverage. However, PowerShell examples are consistently included and sometimes shown before or alongside Bash, which may create a slight Windows-first impression. There are no Linux-specific tools or patterns missing, and all instructions are compatible with Linux/macOS environments. No critical steps are Windows-only.
Recommendations
  • Consider listing Bash examples before PowerShell in all code tabs to reinforce Linux/macOS parity.
  • Explicitly mention that all Azure CLI commands work on Linux/macOS and Windows.
  • Add a brief note in the prerequisites section confirming that the quickstart is fully cross-platform.
GitHub Create Pull Request
Container Apps Troubleshooting in Azure Container Apps ...s/blob/main/articles/container-apps/troubleshooting.md
Low Priority View Details →
Scanned: 2026-01-24 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows Reference Windows First
Summary
The documentation is largely cross-platform and CLI-focused, but there are minor instances of Windows bias. Specifically, the section verifying Docker image accessibility references running Docker in an 'elevated command prompt' and links to Docker's Windows installation guide, without mentioning Linux/macOS equivalents. Additionally, the phrase 'elevated command prompt' is Windows-centric, and Windows is referenced before other platforms. However, all core troubleshooting steps and CLI examples are platform-agnostic, and Linux/macOS users can follow the guidance without significant friction.
Recommendations
  • When instructing users to run Docker commands, mention that these can be run in any terminal (e.g., Bash, PowerShell, Terminal) on Windows, Linux, or macOS.
  • Provide links to Docker installation guides for Linux and macOS alongside the Windows link.
  • Replace 'elevated command prompt' with 'terminal with appropriate permissions' or clarify for all platforms.
  • Ensure that references to platform-specific tools or environments are balanced or presented in parallel (e.g., 'If you're running Docker on Windows, Linux, or macOS...').
GitHub Create Pull Request
Container Apps Code to cloud options in Azure Container Apps .../main/articles/container-apps/code-to-cloud-options.md
Low Priority View Details →
Scanned: 2026-01-24 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page presents deployment options for Azure Container Apps in a generally cross-platform manner, but there are subtle Windows biases. Visual Studio is mentioned before Visual Studio Code, and PowerShell is referenced alongside Bash in CLI automation, but no Linux/macOS-specific editor or workflow is highlighted. There are no explicit Linux/macOS examples or screenshots, and the resources focus on Visual Studio (Windows-first) and Visual Studio Code (cross-platform, but often perceived as Windows-centric in Azure docs). No Linux-specific tools or patterns are discussed.
Recommendations
  • Add explicit Linux/macOS examples or workflows, such as using VS Code on Linux, or CLI commands run in Bash.
  • Include references to Linux/macOS terminal environments and package managers where relevant (e.g., apt, Homebrew for CLI installation).
  • Balance editor recommendations by mentioning cross-platform alternatives (e.g., JetBrains Rider, Vim, etc.) if appropriate.
  • Provide example commands and screenshots from both Windows (PowerShell) and Linux/macOS (Bash) environments.
  • Clarify that all CLI-based workflows work equally well on Linux/macOS, and link to platform-specific installation guides.
GitHub Create Pull Request
Container Apps Deploy the Dapr extension for Azure Functions in Azure Container Apps ...in/articles/container-apps/dapr-functions-extension.md
Low Priority View Details →
Scanned: 2026-01-23 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both PowerShell and curl examples for invoking Azure Functions and viewing logs, but PowerShell examples are presented first in each case. This ordering may subtly suggest a Windows-first approach. However, all critical steps are covered with cross-platform tools (Azure CLI, curl), and Linux/macOS users can follow the instructions without issue.
Recommendations
  • Present curl (cross-platform) examples before PowerShell examples, or side-by-side, to avoid implying Windows is the primary platform.
  • Explicitly state that all commands work on Linux/macOS unless otherwise noted.
  • Consider adding Bash script examples for multi-step processes, if relevant.
  • Clarify that Azure CLI is cross-platform and works on Windows, Linux, and macOS.
GitHub Create Pull Request
Container Apps Troubleshooting in Azure Container Apps ...s/blob/main/articles/container-apps/troubleshooting.md
Low Priority View Details →
Scanned: 2026-01-23 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Windows First Powershell Heavy
Summary
The documentation provides troubleshooting guidance for Azure Container Apps and generally maintains platform neutrality. However, there are mild signs of Windows bias: references to running Docker commands in an 'elevated command prompt' and explicit mention of 'Docker on Windows' before Linux/Mac equivalents. PowerShell examples are given equal prominence to Bash, but the PowerShell module (Az.App) is referenced without mentioning Linux/macOS compatibility. The instructions and tooling otherwise work cross-platform, but Windows terminology and ordering are slightly favored.
Recommendations
  • When referencing Docker, mention Linux and macOS usage alongside Windows, e.g., 'If you're running Docker on Windows, Linux, or macOS, ensure Docker Engine is running.'
  • Replace 'elevated command prompt' with platform-neutral language, such as 'a terminal with appropriate permissions.'
  • Clarify that the Az.App PowerShell module is available on all platforms where PowerShell Core runs, not just Windows.
  • Ensure that Bash and PowerShell examples are presented with equal visibility and context for all platforms.
  • Where possible, add notes or links for Linux/macOS users regarding installation or usage differences.
GitHub Create Pull Request
Container Apps Code to cloud options in Azure Container Apps .../main/articles/container-apps/code-to-cloud-options.md
Low Priority View Details →
Scanned: 2026-01-17 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page for 'Code to cloud options in Azure Container Apps' demonstrates mild Windows bias. Windows-centric tools (Visual Studio, Visual Studio Code) are mentioned first and exclusively in the 'Code editor' and 'Next steps' sections, with no mention of Linux/macOS alternatives or editors. While the Infrastructure as Code section references both PowerShell and Bash, PowerShell is listed first, and there are no explicit Linux/macOS command examples or guidance. There is no evidence of exclusive use of Windows-only tools, but the examples and recommendations are oriented toward Windows users.
Recommendations
  • Include examples or references for popular Linux/macOS code editors (e.g., JetBrains Rider, Vim, Emacs) and their integration with Azure Container Apps.
  • Provide explicit Bash examples alongside PowerShell, and clarify cross-platform CLI usage.
  • Add notes or links for Linux/macOS users on how to install and use Azure CLI and Azure Developer CLI.
  • Balance the ordering of tool mentions (e.g., Bash before PowerShell in CLI sections) to avoid Windows-first perception.
GitHub Create Pull Request
Container Apps Tutorial: Enable Azure Container Apps on Azure Arc-enabled Kubernetes ...in/articles/container-apps/azure-arc-enable-cluster.md
Low Priority View Details →
Scanned: 2026-01-16 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation provides both Azure CLI (bash) and PowerShell examples for every step, but consistently presents PowerShell as a first-class option alongside bash. There are no Linux/macOS-specific instructions or troubleshooting notes, and PowerShell examples are shown in parallel with bash, which may suggest a Windows-centric approach. However, all commands are cross-platform (Azure CLI and kubectl), and Linux users can follow the bash examples without issue.
Recommendations
  • Clarify that PowerShell examples are intended for Windows users, and bash/Azure CLI examples are for Linux/macOS.
  • Consider labeling tabs as 'Linux/macOS (bash)' and 'Windows (PowerShell)' for greater clarity.
  • Add troubleshooting notes for common Linux/macOS issues (e.g., file permissions, base64 flags differences).
  • Ensure that any tool or command with platform-specific behavior is explained for both environments.
GitHub Create Pull Request
Container Apps Troubleshooting in Azure Container Apps ...s/blob/main/articles/container-apps/troubleshooting.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 4 bias types
Detected Bias Types
🔧 Windows Tools Windows First Powershell Heavy Missing Linux Example
Summary
The documentation exhibits mild Windows bias. Windows-specific tools (elevated command prompt, Docker on Windows) are mentioned, and PowerShell examples are provided alongside Bash, but Linux/macOS equivalents (e.g., terminal, Docker on Linux/macOS) are not explicitly referenced. Windows terminology (elevated command prompt) appears before any mention of Linux/macOS, and some troubleshooting steps assume familiarity with Windows environments.
Recommendations
  • Include explicit instructions and terminology for Linux/macOS users (e.g., 'open a terminal' instead of 'elevated command prompt').
  • Add references and links to Docker installation and usage on Linux/macOS, not just Windows.
  • Provide Bash and PowerShell examples side by side for all CLI commands, and clarify which OS each applies to.
  • Avoid Windows-first phrasing; present cross-platform steps in parallel or clarify OS-specific differences.
  • Mention that Azure CLI and Docker commands work on Linux/macOS as well as Windows.
GitHub Create Pull Request
Container Apps Connect to a container console in Azure Container Apps ...blob/main/articles/container-apps/container-console.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 Bash and PowerShell examples for all Azure CLI commands, but PowerShell examples are always presented immediately after Bash, and the Bash examples are not highlighted as the primary or default option. There is a slight Windows bias in the consistent inclusion of PowerShell examples, which may not be necessary for all users, and the documentation does not mention Linux/macOS-specific considerations or troubleshooting steps. However, Linux users can follow the Bash examples without issue.
Recommendations
  • Explicitly state that Bash examples apply to Linux and macOS users, while PowerShell is for Windows users.
  • Consider presenting Bash examples first and marking them as the default for cross-platform usage.
  • Add a note clarifying that the Azure CLI works identically on Linux, macOS, and Windows, and that Bash syntax is preferred for scripts and automation.
  • Include troubleshooting tips or notes for Linux/macOS users if any platform-specific issues exist.
GitHub Create Pull Request
Container Apps Deploy the Dapr extension for Azure Functions in Azure Container Apps ...in/articles/container-apps/dapr-functions-extension.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 PowerShell and curl examples for invoking Azure Functions and viewing logs, but PowerShell examples are consistently presented first. This ordering may subtly prioritize Windows users and workflows. However, Linux/macOS users are not blocked, as equivalent curl commands are provided for all critical steps.
Recommendations
  • Alternate the order of PowerShell and curl examples, or present curl first to better reflect cross-platform usage.
  • Explicitly mention that curl commands work on Linux/macOS and Windows (with WSL or Git Bash), ensuring parity.
  • Consider adding bash script examples for multi-step operations, if relevant.
  • Clarify that Azure CLI commands are cross-platform and work on Linux/macOS as well as Windows.
GitHub Create Pull Request
Container Apps Deploy an artifact file to Azure Container Apps ...s/blob/main/articles/container-apps/deploy-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 Bash and PowerShell examples for all CLI commands, ensuring parity for Linux/macOS and Windows users. However, PowerShell is consistently presented as the alternative to Bash, and Windows-specific shell syntax (PowerShell) is given equal prominence. There is a minor bias in that PowerShell is used as the Windows example, which may not be the default shell for all Windows users (e.g., CMD). No Windows-only tools or instructions are present, and Linux/macOS users can fully complete the quickstart.
Recommendations
  • Consider clarifying that Bash examples apply to both Linux and macOS, and PowerShell is for Windows users.
  • Optionally, mention that Bash can be used on Windows (via WSL or Git Bash), and PowerShell is available cross-platform.
  • Add a brief note about using CMD on Windows, or clarify that PowerShell is the recommended shell for Windows users.
  • Ensure that any future troubleshooting or advanced sections do not introduce Windows-only tools or patterns.
GitHub Create Pull Request
Container Apps Quickstart: Deploy an existing container image with the command line ...container-apps/get-started-existing-container-image.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 Bash and PowerShell examples for all major steps, ensuring Linux and macOS users can follow along. However, PowerShell examples are given equal prominence to Bash, and in some cases (e.g., Key Vault creation), Windows/PowerShell-specific installation steps are included. The presence of PowerShell throughout, and occasional extra detail for PowerShell, reflects a mild Windows bias, but Linux parity is generally maintained.
Recommendations
  • Ensure Bash examples are always shown first, as Bash is the default shell for most Linux/macOS users.
  • Where PowerShell-specific installation or module steps are included, consider adding equivalent notes for Bash users (e.g., prerequisites for az CLI).
  • Clarify in the introduction that Bash examples are suitable for Linux/macOS and Windows users running WSL or Git Bash.
  • If possible, add a note about PowerShell Core availability on Linux/macOS, to avoid implying PowerShell is Windows-only.
  • Review for any subtle differences in command output or behavior between Bash and PowerShell and document them if relevant.
GitHub Create Pull Request
Container Apps Quickstart: Deploy your first container app with containerapp up ...-docs/blob/main/articles/container-apps/get-started.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 Bash and PowerShell examples for the main Azure CLI command, but PowerShell is given equal prominence and is listed immediately after Bash, which may subtly prioritize Windows users. There are no Linux-specific tools or patterns mentioned, but the documentation does not show any macOS-specific considerations either. The cleanup command is shown only in Bash syntax, which is cross-platform. Overall, the bias is minor and does not prevent Linux/macOS users from completing the quickstart.
Recommendations
  • Explicitly mention that Bash examples work on Linux and macOS, and clarify platform compatibility for all commands.
  • Consider listing Bash (Linux/macOS) examples first, followed by PowerShell (Windows), to reinforce cross-platform parity.
  • Add a note stating that Azure CLI commands are identical across platforms, and provide troubleshooting tips for common Linux/macOS issues (e.g., permissions, shell differences).
  • If possible, include a macOS-specific tab or note to further demonstrate parity.
GitHub Create Pull Request
Container Apps Generate GitHub Actions workflow with Azure CLI in Azure Container Apps ...lob/main/articles/container-apps/github-actions-cli.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 Bash and PowerShell examples for all Azure CLI commands, but PowerShell examples are always shown immediately after Bash, and the tabbed structure gives equal prominence to Windows/PowerShell. There are no Linux-specific tools or patterns mentioned, but the parity of examples is good. However, the presence of PowerShell examples may suggest a slight Windows bias, especially since Linux/macOS users are more likely to use Bash exclusively.
Recommendations
  • Consider making Bash the default or first example shown, as Bash is cross-platform and works on Linux, macOS, and Windows (with WSL or Git Bash).
  • Add a note clarifying that Bash examples work on Linux and macOS, and that PowerShell is primarily for Windows users.
  • Explicitly mention that Azure CLI commands are platform-agnostic and can be run in any shell that supports them.
  • If possible, provide a Linux/macOS-specific section or troubleshooting tips for those platforms.
GitHub Create Pull Request
Container Apps Create a zone-redundant container app ...main/articles/container-apps/how-to-zone-redundancy.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 examples for Azure Portal, Azure CLI, and Azure PowerShell. While Azure CLI commands are cross-platform, PowerShell examples are given equal prominence and detail, which may favor Windows users. The PowerShell section is extensive and assumes familiarity with Windows-centric tooling, while no Linux/macOS-specific shell examples (e.g., Bash, zsh) are provided. The ordering of tabs places Azure Portal first (neutral), but PowerShell is given as a primary method alongside CLI, which can be seen as Windows-first. There are no explicit Linux/macOS-only instructions, nor are there references to Linux-specific patterns or troubleshooting.
Recommendations
  • Clarify that Azure CLI commands work natively on Linux/macOS and Windows.
  • Add explicit Bash/zsh shell examples for querying and variable assignment, especially for steps like extracting subnet IDs.
  • Note that PowerShell Core is available cross-platform, but provide Bash alternatives for Linux/macOS users.
  • Consider reordering tabs or adding a note that CLI is the most cross-platform method.
  • Include troubleshooting notes for common Linux/macOS issues (e.g., permissions, environment variables).
GitHub Create Pull Request
Container Apps Configure the APM Java agent with Init Containers ...apps/java-application-performance-management-config.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 Bash and PowerShell examples for all CLI commands, ensuring parity for Linux/macOS and Windows users. However, PowerShell examples are given equal prominence throughout, and in some cases, Windows/PowerShell syntax is shown first (e.g., environment variable setup), which may subtly prioritize Windows workflows. There are no examples or references to Linux-specific tools or patterns (e.g., native Linux package managers, shell scripting nuances), but the use of Bash and Docker is inherently cross-platform.
Recommendations
  • Consider listing Bash examples before PowerShell in each section to reflect the prevalence of Linux/macOS in container development.
  • Add notes clarifying that Bash commands work natively on Linux/macOS and in Windows via WSL or Git Bash.
  • Where PowerShell syntax is shown, clarify that it is intended for Windows users, and Bash for Linux/macOS.
  • If relevant, mention Linux-specific troubleshooting or file permission patterns (e.g., chmod for setup.sh).
  • Explicitly state that all steps are cross-platform and highlight any OS-specific caveats if they exist.
GitHub Create Pull Request
Container Apps Quickstart: Build and deploy your app from your local filesystem to Azure Container Apps ...in/articles/container-apps/quickstart-code-to-cloud.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 parallel Bash and PowerShell examples for all CLI commands, ensuring both Linux/macOS and Windows users are supported. However, PowerShell (a Windows-centric shell) is given equal prominence to Bash, and there are no explicit Linux/macOS-specific instructions or troubleshooting notes. The order of presentation sometimes lists Bash first, but the parity is maintained throughout. No Windows-only tools or patterns are used, and Linux users can complete all tasks as described.
Recommendations
  • Add explicit notes clarifying that Bash instructions apply to Linux and macOS, and PowerShell to Windows.
  • Include troubleshooting tips for common Linux/macOS issues (e.g., permissions, environment variable syntax differences).
  • Consider mentioning alternative shells (e.g., zsh, fish) or providing generic shell instructions where possible.
  • If any step is OS-dependent (e.g., file paths, environment variable persistence), call out platform-specific details.
GitHub Create Pull Request
Container Apps Manage revisions in Azure Container Apps .../blob/main/articles/container-apps/revisions-manage.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 Bash (Azure CLI) and PowerShell examples for all major commands, ensuring that both Linux/macOS and Windows users are supported. However, PowerShell examples are consistently present and sometimes more detailed, and in some cases, PowerShell is shown before Bash. There is a slight bias towards Windows/PowerShell users, but Linux parity is generally maintained.
Recommendations
  • Ensure Bash (Azure CLI) examples are always shown first, as Azure CLI is cross-platform and more universal.
  • Where PowerShell examples simply invoke the Azure CLI, clarify that these commands work identically in Bash, PowerShell, or any shell.
  • For PowerShell-specific cmdlets (e.g., Update-AzContainerApp), explicitly mention if there are no Bash equivalents and suggest using Azure CLI for Linux/macOS users.
  • Consider adding a short section at the top clarifying that all Azure CLI commands work on Linux, macOS, and Windows, and that PowerShell cmdlets are Windows-centric.
  • Avoid using PowerShell-specific parameter objects and hash tables unless necessary, or provide equivalent Bash scripting guidance if applicable.
GitHub Create Pull Request
Container Apps Quickstart: Build and deploy from a repository to Azure Container Apps ...in/articles/container-apps/quickstart-repo-to-cloud.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 Bash and PowerShell examples for all CLI commands, ensuring that both Linux/macOS and Windows users are supported. However, PowerShell examples are given equal prominence to Bash, and in some sections (such as environment variable setup and resource cleanup), PowerShell is presented immediately after Bash, rather than Bash being clearly first or default. There is no evidence of exclusive Windows tools or patterns, nor are Linux examples missing.
Recommendations
  • Consider listing Bash examples before PowerShell in all sections to reinforce Linux/macOS parity, as Bash is the default shell in most cross-platform environments.
  • Explicitly mention that Bash commands work on Linux and macOS, and PowerShell commands are for Windows users.
  • If possible, provide a short note on how to run Bash on Windows (e.g., via WSL) for users who prefer a Linux-like experience.
  • Ensure that any troubleshooting or advanced sections also include Bash examples if PowerShell is used.
GitHub Create Pull Request
Container Apps Tutorial: Create an Azure Files volume mount in Azure Container Apps .../articles/container-apps/storage-mounts-azure-files.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 Bash and PowerShell examples for every command, ensuring cross-platform coverage. However, PowerShell (Windows) examples are always shown alongside Bash, and in some cases, Windows-specific patterns (e.g., PowerShell variable assignment, use of Get-Random) are present. Bash examples are present and correct, but Windows/PowerShell is given equal prominence, sometimes appearing first in the tab order. No Linux-specific tools or troubleshooting are mentioned, and there is no explicit prioritization of Linux/macOS workflows.
Recommendations
  • Consider listing Bash (Linux/macOS) examples first in tab order to reflect the majority of cloud-native/container users.
  • Add explicit notes or troubleshooting steps for Linux/macOS users, especially regarding file permissions, shell differences, or common issues.
  • Include a brief section clarifying that all CLI commands work identically on Linux/macOS and Windows, and highlight any platform-specific caveats.
  • If possible, provide a single Bash-first workflow with PowerShell as an alternative, rather than giving both equal weight throughout.
GitHub Create Pull Request
Container Apps Tutorial: Run GitHub Actions runners and Azure Pipelines agents with Azure Container Apps jobs ...articles/container-apps/tutorial-ci-cd-runners-jobs.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 Bash and PowerShell examples for all CLI commands, ensuring parity for Linux/macOS and Windows users. However, PowerShell examples are always present and shown alongside Bash, and in some cases, Windows-specific considerations (such as using Mono for .NET Framework builds) are mentioned before Linux alternatives. There is a slight tendency to mention Windows-based solutions (e.g., suggesting Windows containers for .NET Framework) before Linux equivalents, but Linux instructions are present and complete throughout.
Recommendations
  • Consider listing Bash (Linux/macOS) examples before PowerShell (Windows) to reduce subtle Windows-first bias.
  • When discussing platform-specific requirements (e.g., .NET Framework builds), present Linux solutions (Mono) before suggesting Windows containers, or clarify platform parity.
  • Explicitly state that all CLI commands work on Linux/macOS unless otherwise noted.
  • Add a brief note at the start confirming full support for Linux/macOS workflows.
  • If possible, include macOS-specific notes or troubleshooting tips where relevant.
GitHub Create Pull Request
Container Apps Tutorial: Scale an Azure Container Apps application .../blob/main/articles/container-apps/tutorial-scaling.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 Bash and PowerShell examples for all Azure CLI commands, but consistently lists Bash first. However, in the 'Send requests' section, the PowerShell example is significantly more complex and uses advanced Windows/PowerShell-specific constructs (RunspacePool, Invoke-WebRequest) to achieve concurrency, while the Bash example uses standard Linux utilities (seq, xargs, curl). There is no evidence of exclusive use of Windows tools or missing Linux examples, but the PowerShell examples are more elaborate and may suggest a slight bias toward Windows scripting patterns.
Recommendations
  • Consider providing a simpler PowerShell example for sending concurrent requests, or note that Bash/Linux tools are more concise for this use case.
  • Add a brief note explaining that Bash examples work natively on Linux/macOS and in Windows environments with WSL or Git Bash, to clarify cross-platform applicability.
  • Ensure parity in explanations: if advanced PowerShell constructs are used, provide equivalent context for Bash/Linux users (e.g., alternatives for parallel execution).
  • Explicitly mention that Azure CLI commands are cross-platform and can be run in any shell, not just Bash or PowerShell.
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