Service Fabric
407
Total Pages
335
Linux-Friendly Pages
72
Pages with Bias
17.7%
Bias Rate
Bias Trend Over Time
Pages with Bias Issues
2475 issues found
Showing 2426-2450 of 2475 flagged pages
Service Fabric
Reliable Collection object serialization
...c-reliable-services-reliable-collections-serialization.md
Low Priority
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Detected Bias Types
Windows First
Summary
The documentation provides conceptual and code examples for Reliable Collection object serialization in Azure Service Fabric. While the main content is platform-neutral, the 'Next steps' section lists 'Upgrading your Application Using Visual Studio' and 'Upgrading your Application Using PowerShell' before mentioning any Linux/macOS-compatible upgrade methods. This ordering subtly prioritizes Windows tooling, but does not exclude Linux users from completing the tasks described.
Recommendations
- Reorder the 'Next steps' links so that platform-neutral or Linux-compatible upgrade methods are listed before Windows-specific tools like Visual Studio and PowerShell.
- Explicitly mention Linux/macOS-compatible upgrade methods (such as Azure CLI or REST API) if available, to ensure parity.
- Add a note clarifying that Service Fabric supports both Windows and Linux clusters, and that serialization concepts apply equally to both.
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Service Fabric
Package an existing executable to Azure Service Fabric
...abric/service-fabric-guest-executables-introduction.md
Low Priority
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Detected Bias Types
Windows Tools
Windows First
Summary
The documentation shows a mild Windows bias by referencing the Service Fabric SDK schema path only as a Windows directory (C:\Program Files\...), and by mentioning Visual Studio (a Windows-centric tool) as the primary packaging method before mentioning command-line utilities. There are no explicit Linux/macOS examples or tool references, and the file structure and packaging process are described in a platform-agnostic way otherwise.
Recommendations
- Add Linux/macOS equivalents for the Service Fabric SDK schema path, or clarify if the SDK is Windows-only.
- Mention cross-platform tools (such as Azure CLI, Service Fabric CLI, or VS Code) where possible, or clarify if Visual Studio is required and only available on Windows.
- Include explicit Linux/macOS packaging and deployment examples if supported.
- Clarify any platform limitations for Service Fabric guest executables in an early note.
Service Fabric
Overview of Azure Service Fabric
...ain/articles/service-fabric/service-fabric-overview.md
Low Priority
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Detected Bias Types
Windows First
Summary
The documentation mentions both Windows and Linux support for Azure Service Fabric, and provides parity in describing development environments for each. However, Windows development (with Visual Studio and PowerShell) is mentioned before Linux development (with Eclipse and Yeoman), and the quickstart link points to a .NET (Windows-centric) guide. No Linux-specific examples or quickstarts are directly linked or highlighted.
Recommendations
- Provide quickstart links for both Windows (.NET) and Linux (Java/.NET Core) development paths.
- Alternate the order of Windows and Linux mentions to avoid 'windows_first' bias.
- Include explicit examples or links for Linux development, such as a quickstart for Java or .NET Core on Linux.
- Ensure that references to tools (e.g., PowerShell, Visual Studio) are matched with Linux equivalents (e.g., Bash, Eclipse, Yeoman) in both description and prominence.
Service Fabric
Azure Service Fabric container image management
.../articles/service-fabric/container-image-management.md
Low Priority
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Detected Bias Types
Windows First
Windows Tools
Missing Linux Example
Summary
The documentation page for Azure Service Fabric container image management shows minor Windows bias. Windows container base images (microsoft/windowsservercore, microsoft/nanoserver) are mentioned as default exclusions, and Windows image patterns are referenced before Linux equivalents. There are no explicit Linux-specific examples or guidance, and the documentation does not clarify whether the described cleanup features apply equally to Linux containers or clusters.
Recommendations
- Add explicit examples and guidance for Linux container images (e.g., Ubuntu, Alpine) and clarify if cleanup settings apply to Linux clusters.
- Mention Linux base images (such as 'docker.io/library/alpine', 'ubuntu') alongside Windows images in the 'ContainerImagesToSkip' section.
- Clarify any platform-specific limitations or behaviors for container image management on Linux vs. Windows nodes.
- Provide sample configuration for Linux container scenarios if applicable.
Low Priority
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Detected Bias Types
Windows First
Powershell Heavy
Summary
The documentation page exhibits mild Windows bias. The introductory section and terminology focus on 'custom windows images' and Windows-specific concepts, even though Linux is referenced in prerequisites. The only CLI example provided is in PowerShell, with no equivalent Linux/bash example. Windows terminology and patterns are mentioned first and more prominently.
Recommendations
- Provide equivalent bash/Azure CLI examples for role assignment (e.g., using az CLI instead of PowerShell).
- Clarify that custom images can be Linux-based, not just Windows, and update language to be OS-neutral where applicable.
- Add explicit examples or links for Linux custom image creation and deployment, ensuring parity in guidance.
- Reorder sections or examples so Linux and Windows are treated equally, or note when instructions apply to both.
Service Fabric
Overview of Service Fabric and containers
...s/service-fabric/service-fabric-containers-overview.md
Low Priority
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Detected Bias Types
Windows First
Windows Tools
Summary
The documentation provides a balanced overview of Service Fabric container support for both Linux and Windows, but there is a slight bias toward Windows in some sections. Windows container runtimes and tools (Mirantis, DockerEE) are listed in more detail than Linux (just 'Docker'), and Windows scenarios (IIS lift-and-shift) are described first and in more depth. Windows tutorials and resources are sometimes mentioned before Linux equivalents, and Windows-specific tools are referenced without always providing Linux alternatives.
Recommendations
- Expand Linux container runtime details beyond just 'Docker' (e.g., mention containerd, Podman if supported).
- Ensure Linux scenarios/examples are given equal prominence and detail as Windows scenarios (e.g., highlight common Linux web servers like Apache or NGINX for lift-and-shift).
- When listing tutorials or quickstarts, alternate the order or group by OS to avoid 'windows_first' bias.
- Provide links to Linux container documentation and resources where Windows-specific links are given.
- Clarify any feature parity or limitations between Linux and Windows containers in Service Fabric.
Service Fabric
Azure Service Fabric Docker Compose Deployment Preview
...ticles/service-fabric/service-fabric-docker-compose.md
Low Priority
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Detected Bias Types
Powershell Heavy
Windows First
Summary
The documentation provides both Windows PowerShell and cross-platform CLI (sfctl) examples for deploying Docker Compose files to Azure Service Fabric. However, PowerShell examples are presented first and in greater detail, with explicit command blocks for each operation, which may signal a Windows-first bias. The CLI section is present and covers equivalent functionality, but is less prominent and lacks some explanatory detail compared to the PowerShell section.
Recommendations
- Present CLI (sfctl) examples before or alongside PowerShell examples to emphasize cross-platform support.
- Expand the CLI section with more detailed explanations, matching the depth of the PowerShell section.
- Clearly indicate which tools are cross-platform and which are Windows-only, to help users choose appropriately.
- Consider adding Linux/macOS-specific notes or troubleshooting tips, if applicable.
Service Fabric
Reliable Collection object serialization
...c-reliable-services-reliable-collections-serialization.md
Low Priority
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Detected Bias Types
Windows First
Powershell Heavy
Summary
The documentation is generally platform-neutral, focusing on .NET serialization concepts relevant to Azure Service Fabric. However, in the 'Next steps' section, Windows-centric upgrade tutorials (Visual Studio and PowerShell) are listed before any Linux/macOS alternatives, and only PowerShell is mentioned as a CLI tool. There are no explicit Linux/macOS examples or references to cross-platform tools like Azure CLI or Bash.
Recommendations
- Add Linux/macOS-friendly upgrade tutorials, such as using Azure CLI or Bash scripts, and reference them alongside or before Windows-specific tools.
- Clarify that PowerShell is available cross-platform, or provide equivalent instructions for Bash/Azure CLI.
- Ensure that examples and links are balanced between Windows and Linux/macOS environments, especially in 'Next steps' and tooling sections.
Service Fabric
Overview of Azure Service Fabric
...ain/articles/service-fabric/service-fabric-overview.md
Low Priority
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Detected Bias Types
Windows First
Summary
The documentation mentions both Windows and Linux support for Azure Service Fabric, but Windows development tools (Visual Studio, PowerShell, .NET SDK) are described before Linux equivalents (Eclipse, Yeoman, Java SDK). The quickstart link points to a .NET-based guide, which may be Windows-centric, though .NET Core is cross-platform. No explicit Linux examples or tools are missing, but Windows is presented first.
Recommendations
- Present Windows and Linux development options in parallel, rather than listing Windows first.
- Include quickstart links for both Windows and Linux (e.g., .NET Core and Java quickstarts).
- Clarify that .NET Core development is cross-platform and provide guidance for Linux/macOS users.
- Consider linking to Linux-specific guides alongside Windows guides in the 'Next steps' section.
Service Fabric
Overview of Service Fabric and containers
...s/service-fabric/service-fabric-containers-overview.md
Low Priority
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Detected Bias Types
Windows First
Windows Tools
Summary
The documentation provides a balanced overview of Service Fabric container support for both Linux and Windows. However, there is a slight bias toward Windows in the ordering and emphasis of examples and tools. Windows container runtimes and IIS scenarios are mentioned before Linux equivalents, and Windows-specific tools (Mirantis Container Runtime, DockerEE) are detailed, while Linux only lists Docker. The IIS 'lift and shift' scenario is Windows-centric, but this is appropriate given IIS is a Windows-only technology. Linux examples are present and linked, but Windows examples and tools are sometimes listed first.
Recommendations
- Ensure Linux and Windows examples are presented in parallel or alternate order to avoid 'windows_first' bias.
- Expand on Linux container runtime options if relevant (e.g., mention containerd or other alternatives if supported).
- Clarify when scenarios are Windows-only (like IIS) to avoid confusion.
- Add more Linux-centric scenarios or highlight Linux-specific advantages where appropriate.
Service Fabric
Azure Service Fabric container image management
.../articles/service-fabric/container-image-management.md
Low Priority
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Detected Bias Types
Windows First
Windows Tools
Summary
The documentation references Windows container base images (microsoft/windowsservercore, microsoft/nanoserver) as default exclusions in cleanup settings, and these are mentioned before Linux equivalents. There are no explicit Linux container image examples or references, and the cleanup logic appears to prioritize Windows images. However, the documentation does not restrict usage to Windows containers and the settings themselves are generic.
Recommendations
- Add examples of Linux container images (e.g., 'docker.io/library/ubuntu', 'docker.io/library/alpine') in the ContainerImagesToSkip setting.
- Clarify that the cleanup settings apply to both Windows and Linux containers, if applicable.
- Mention any differences in image management between Windows and Linux nodes, if relevant.
- Provide guidance or links for Linux container image management in Service Fabric clusters.
Service Fabric
Azure Service Fabric Docker Compose Deployment Preview
...ticles/service-fabric/service-fabric-docker-compose.md
Low Priority
View Details →
Detected Bias Types
Powershell Heavy
Windows First
Summary
The documentation provides both PowerShell and cross-platform CLI (sfctl) examples for Docker Compose deployment on Azure Service Fabric. However, PowerShell is presented first and in greater detail, which may suggest a Windows-first approach. There are no explicit Linux/macOS shell or scripting examples, but the inclusion of sfctl (which is cross-platform) mitigates this bias.
Recommendations
- Present the Service Fabric CLI (sfctl) examples before PowerShell, or clarify that sfctl is cross-platform and recommended for Linux/macOS users.
- Explicitly mention that sfctl can be used on Linux and macOS, and provide installation or usage notes for those platforms.
- Optionally, add a short section or note confirming that all deployment operations can be performed from Linux/macOS using sfctl.
- If possible, provide example shell commands (bash/zsh) for Linux/macOS users, especially for common tasks like checking deployment status.
Service Fabric
Manage apps for multiple environments
...e-fabric-manage-multiple-environment-app-configuration.md
Low Priority
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Detected Bias Types
Powershell Heavy
Windows First
Summary
The documentation provides examples for managing application parameters in Azure Service Fabric, with a notable emphasis on Windows/PowerShell tooling. PowerShell is mentioned first for application creation, and Visual Studio (a Windows-centric IDE) is referenced for parameter file management. Linux tooling (sfctl) is mentioned, but not as prominently or with detailed examples. There is no explicit Linux/macOS bias, but Windows tools and patterns are presented first and in more detail.
Recommendations
- Present Linux/macOS tools (e.g., sfctl) before or alongside Windows/PowerShell examples.
- Provide detailed examples for sfctl usage, including parameter passing, similar to the PowerShell example.
- Include guidance for managing parameter files and deployments from Linux/macOS environments, not just Visual Studio.
- Clarify cross-platform support for Service Fabric tooling and workflows.
Service Fabric
Reliable Collection object serialization
...c-reliable-services-reliable-collections-serialization.md
Low Priority
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Detected Bias Types
Windows First
Summary
The documentation provides examples and references primarily in C#, which is cross-platform, but in the 'Next steps' section, Windows-centric tools (Visual Studio and PowerShell) are mentioned before any Linux/macOS alternatives. There are no explicit Linux/macOS-specific examples or guidance, and no mention of Linux tooling for application upgrades.
Recommendations
- Add references to Linux/macOS-compatible tools for application upgrades, such as Azure CLI or Service Fabric CLI (sfctl), alongside PowerShell and Visual Studio.
- Include examples or links for performing upgrades and serialization tasks on Linux/macOS environments.
- Clarify that the C# code and serialization concepts are applicable on all supported platforms, not just Windows.
Service Fabric
Learn Azure Service Fabric terminology
...es/service-fabric/service-fabric-technical-overview.md
Low Priority
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Detected Bias Types
Windows First
Windows Tools
Summary
The documentation page is generally cross-platform and describes Service Fabric concepts applicable to both Windows and Linux. However, there are minor signs of Windows bias: Windows-specific executables and services (e.g., FabricHost.exe, Fabric.exe, FabricGateway.exe) are described first and in detail, and Windows terminology (EXE/DLL) is used for code packages. The mention of 'auto-start Windows service' for nodes and Windows containers appears before Linux equivalents. Linux support is acknowledged, but Windows patterns and terminology are more prominent.
Recommendations
- Clarify when descriptions are Windows-specific and provide equivalent Linux details where relevant (e.g., how nodes are managed on Linux, what processes are involved).
- Use neutral terminology for code packages (e.g., 'executables' instead of 'EXE/DLL files') and mention Linux binary formats.
- When describing containers, mention Linux support equally and avoid listing Windows containers first.
- Add explicit examples or notes for Linux environments where Windows-specific tools or services are referenced.
- Ensure parity in describing development clusters and deployment models for Linux/macOS.
Service Fabric
Azure Service Fabric container image management
.../articles/service-fabric/container-image-management.md
Low Priority
View Details →
Detected Bias Types
Windows First
Windows Tools
Missing Linux Example
Summary
The documentation page for Azure Service Fabric container image management shows mild Windows bias. Windows container base images (microsoft/windowsservercore, microsoft/nanoserver) are mentioned as default exclusions in cleanup, and no Linux container image examples (e.g., Ubuntu, Alpine) are provided. The configuration examples and descriptions do not reference Linux-specific considerations, and Windows images are listed first and exclusively in the 'ContainerImagesToSkip' setting.
Recommendations
- Include examples of Linux container images (e.g., 'docker.io/library/ubuntu', 'docker.io/library/alpine') in the 'ContainerImagesToSkip' setting and documentation.
- Clarify whether the cleanup features and settings apply equally to Linux containers, and mention any platform-specific differences if they exist.
- Provide guidance or examples for clusters running Linux containers, ensuring parity in documentation for both Windows and Linux scenarios.
Service Fabric
Describing Azure Service Fabric apps and services
...ic/service-fabric-application-and-service-manifests.md
Low Priority
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Detected Bias Types
Windows Tools
Powershell Heavy
Windows First
Summary
The documentation contains mild Windows bias. It references opening the Service Fabric XSD schema in Visual Studio using a Windows file path, and suggests using the ServiceFabric PowerShell module to create service instances. There are no equivalent Linux/macOS tool suggestions or examples, and Windows tools are mentioned first and exclusively.
Recommendations
- Add instructions or examples for validating manifest XML schema using cross-platform editors (e.g., VS Code) and note where the schema file is located on Linux clusters.
- Mention or provide examples using Azure CLI or Service Fabric CLI (sfctl) for service creation, which are cross-platform, instead of only referencing PowerShell.
- Where file paths or tools are Windows-specific, add Linux/macOS equivalents or clarify when a step is only relevant to Windows clusters.
Service Fabric
Overview of Service Fabric and containers
...s/service-fabric/service-fabric-containers-overview.md
Low Priority
View Details →
Detected Bias Types
Windows First
Windows Tools
Summary
The documentation provides a balanced overview of Service Fabric container support for both Linux and Windows. However, there is a slight bias in the ordering and emphasis: Windows container runtimes and scenarios (e.g., IIS lift and shift) are described before Linux equivalents, and Windows-specific tools (Mirantis Container Runtime, DockerEE) are listed in detail, while Linux is simply described as 'Docker'. The IIS scenario is Windows-only, but this is appropriate given its nature. Linux examples and tutorials are present and linked, but Windows scenarios tend to be described first or in more detail.
Recommendations
- Present Linux and Windows examples and scenarios in parallel, rather than listing Windows first.
- Provide more detail on Linux container runtimes and scenarios, such as common use cases (e.g., NGINX, Apache, Node.js) and Linux-specific best practices.
- Ensure that Linux tutorials and samples are as prominently featured and described as Windows ones.
- Where Windows-specific tools are listed, consider mentioning popular Linux alternatives or clarifying the parity.
Service Fabric
Package an existing executable to Azure Service Fabric
...abric/service-fabric-guest-executables-introduction.md
Low Priority
View Details →
Detected Bias Types
Windows First
Windows Tools
Summary
The documentation page demonstrates a mild Windows bias by referencing Windows file paths (e.g., C:\Program Files\Microsoft SDKs\Service Fabric\schemas\ServiceFabricServiceModel.xsd) and mentioning Visual Studio as a primary tool for packaging and deploying guest executables. There are no explicit Linux/macOS examples, nor are Linux-specific tools or file paths mentioned. However, the content itself is not exclusive to Windows and discusses general concepts applicable to any executable type.
Recommendations
- Include Linux/macOS equivalents for SDK schema file paths and clarify where these files are located on non-Windows systems.
- Provide command-line examples using cross-platform tools (e.g., Azure CLI, PowerShell Core, Bash) for packaging and deploying guest executables.
- Mention alternative IDEs or editors (such as VS Code) and their usage for Linux/macOS users.
- Add explicit notes or sections for Linux/macOS users to ensure parity in instructions and tooling.
Service Fabric
Service communication with the ASP.NET Core
...vice-fabric-reliable-services-communication-aspnetcore.md
Low Priority
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Detected Bias Types
Windows First
Windows Tools
Powershell Heavy
Summary
The documentation provides a balanced overview of both Kestrel (cross-platform) and HTTP.sys (Windows-only) web servers for ASP.NET Core in Azure Service Fabric. However, there is a notable emphasis on HTTP.sys, including detailed configuration and usage sections, despite it being Windows-only. Windows-specific tools and APIs (such as netsh and the Windows HTTP Server API) are referenced without always providing equivalent Linux/macOS guidance. The HTTP.sys section appears before the Kestrel section, and some explanations and diagrams focus on Windows-specific mechanisms. However, Kestrel is clearly recommended for cross-platform scenarios, and Linux users are not blocked from completing any tasks.
Recommendations
- Move the Kestrel (cross-platform) section before the HTTP.sys (Windows-only) section to emphasize Linux/macOS parity.
- Clearly label HTTP.sys sections and code samples as 'Windows-only' at the start of those sections.
- Where Windows tools like netsh are mentioned, briefly note that these are not required or available on Linux/macOS, and clarify that Kestrel is the supported option for those platforms.
- Consider adding a short summary or table at the top of the article indicating which web server options are cross-platform and which are Windows-only.
- Ensure that all critical code samples and configuration steps are available for Kestrel, and that Linux/macOS users are not directed to Windows-only features.
Service Fabric
Azure Service Fabric container image management
.../articles/service-fabric/container-image-management.md
Low Priority
View Details →
Detected Bias Types
Windows First
Windows Tools
Summary
The documentation page for Azure Service Fabric container image management shows minor Windows bias. Windows base images (microsoft/windowsservercore, microsoft/nanoserver) are mentioned as default exclusions in cleanup, and the examples for 'ContainerImagesToSkip' feature Windows images first. There are no Linux-specific examples or mentions of common Linux container images, which may create mild friction for Linux users.
Recommendations
- Include Linux container image examples (e.g., 'docker.io/library/ubuntu', 'docker.io/library/nginx') in the 'ContainerImagesToSkip' documentation.
- Clarify that the cleanup features work for both Windows and Linux containers, if applicable.
- Add a note or section addressing Linux container image management specifics, if any exist.
- Balance examples by alternating or combining Windows and Linux image references.
Service Fabric
Overview of Service Fabric and containers
...s/service-fabric/service-fabric-containers-overview.md
Low Priority
View Details →
Detected Bias Types
Windows First
Windows Tools
Summary
The documentation provides a balanced overview of Service Fabric container support for both Linux and Windows. However, there is a slight Windows-first bias in some sections, such as listing Windows container runtimes and IIS scenarios before Linux equivalents. Windows-specific tools and scenarios (e.g., IIS lift-and-shift) are mentioned in detail, while Linux scenarios are less elaborated. Both Linux and Windows quickstarts and tutorials are linked, but Windows examples and tools are sometimes presented first or in more depth.
Recommendations
- Ensure Linux examples and scenarios are given equal prominence and detail as Windows ones.
- Where Windows-specific tools (e.g., IIS, Mirantis Container Runtime) are mentioned, provide Linux equivalents or clarify their absence.
- Alternate the order of presenting Linux and Windows information to avoid implicit prioritization.
- Expand Linux scenario examples to match the detail given to Windows scenarios (e.g., mention Apache/Nginx lift-and-shift for Linux).
Service Fabric
Azure Service Fabric Docker Compose Deployment Preview
...ticles/service-fabric/service-fabric-docker-compose.md
Low Priority
View Details →
Detected Bias Types
Powershell Heavy
Windows First
Summary
The documentation provides both PowerShell and Service Fabric CLI (sfctl) examples for deploying Docker Compose files to Azure Service Fabric. PowerShell examples are presented first and in greater detail, which may suggest a Windows-first approach. However, the CLI examples (sfctl) are cross-platform and allow Linux/macOS users to perform the same tasks. No Linux-specific shell examples (e.g., Bash) are given, and there is no mention of Linux-specific patterns or tools.
Recommendations
- Clarify that sfctl is cross-platform and can be used on Linux/macOS as well as Windows.
- Consider providing explicit Bash or shell command examples for Linux/macOS users, especially for common deployment workflows.
- Add a note or section highlighting any platform-specific requirements or limitations (e.g., if certain features only work on Windows clusters).
- Ensure that CLI examples are as detailed as the PowerShell ones, including upgrade and rollback workflows.
Service Fabric
Azure Service Fabric container application manifest examples
...abric/service-fabric-manifest-example-container-app.md
Low Priority
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Detected Bias Types
Windows First
Windows Tools
Summary
The documentation page demonstrates a mild Windows bias. The manifest examples are explicitly based on a Windows Server 2016 Container Sample, and Windows-specific concepts (such as 'winver' and Windows build numbers) are mentioned before or more prominently than Linux equivalents. The only tool referenced for obtaining the OS build version is 'winver', a Windows command. However, the documentation does mention Linux in the context of certificate handling and does not appear to be strictly Windows-only.
Recommendations
- Provide equivalent Linux-based sample manifests or clarify if the examples are cross-platform.
- When referencing how to obtain the OS build version, include Linux commands (e.g., 'uname -r' or '/etc/os-release') alongside 'winver'.
- If features or settings differ between Windows and Linux containers in Service Fabric, explicitly document those differences and provide guidance for both platforms.
- Consider linking to or referencing Linux container samples if available.
Service Fabric
Learn Azure Service Fabric terminology
...es/service-fabric/service-fabric-technical-overview.md
Low Priority
View Details →
Detected Bias Types
Windows First
Windows Tools
Summary
The documentation page generally describes Service Fabric concepts in a cross-platform manner, but there are subtle signs of Windows bias. Windows-specific tools and executables (e.g., FabricHost.exe, Fabric.exe, FabricGateway.exe) are mentioned first and in detail, with less emphasis on Linux equivalents or differences. The description of node startup references 'auto-start Windows service' without clarifying the Linux process or service management. Most examples of executable files use Windows-centric terminology (EXE/DLL), and Windows containers are mentioned before Docker containers on Linux.
Recommendations
- Clarify Linux equivalents for node startup and service management (e.g., systemd, init scripts) alongside Windows services.
- When describing executables, mention Linux binary formats (e.g., ELF, .so) and provide examples relevant to Linux/macOS.
- Balance the order of mentioning Windows and Linux container support, or explicitly state parity.
- Where Windows-specific tools are referenced, add notes or links to Linux-specific documentation or usage patterns.