Azure Signalr

77
Total Pages
61
Linux-Friendly Pages
16
Pages with Bias
20.8%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues (25)

https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/includes/signalr-add-role-assignments.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First
Summary:
The documentation page presents the Azure portal (a GUI, often associated with Windows environments) as the primary method for role assignment, with Azure PowerShell listed before Azure CLI in the 'To learn more' section. This ordering may subtly prioritize Windows-centric tools and workflows over cross-platform or Linux-native options.
Recommendations:
  • When listing command-line tools, mention Azure CLI before or alongside Azure PowerShell, as Azure CLI is cross-platform and widely used on Linux.
  • Include explicit examples or references for both Azure PowerShell and Azure CLI in the main instructions, not just in the 'To learn more' section.
  • Clarify that the Azure portal and all listed tools are cross-platform where applicable, to avoid the impression that the instructions are Windows-specific.
  • If screenshots or step-by-step instructions are provided for PowerShell or the portal, consider also providing equivalent CLI or Linux terminal examples.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/howto-use-managed-identity.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
▼

Page-Level Analysis

Missing Linux Example Windows Tools
Summary:
The documentation page demonstrates a bias toward Windows by exclusively referencing the Azure portal (a web-based GUI) and not providing any command-line examples, such as Azure CLI or PowerShell. There are no Linux-specific instructions or examples, and no mention of how to perform these tasks from a Linux environment. The lack of CLI examples particularly impacts Linux users, who often prefer or require command-line interfaces over GUIs.
Recommendations:
  • Add Azure CLI examples for all major tasks (adding managed identities, configuring upstream settings, enabling authentication, etc.), as the CLI is cross-platform and widely used on Linux.
  • Explicitly mention that the Azure portal is accessible from any OS, but provide alternative instructions for users who prefer or require command-line tools.
  • If PowerShell is referenced in other related documentation, ensure that equivalent Azure CLI (bash-friendly) examples are always provided.
  • Include a section or callout noting that all features are available via CLI/automation, with links to relevant scripts or documentation.
  • Where screenshots are used, consider including CLI output or code blocks to supplement GUI steps.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/howto-service-tags.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation exclusively describes how to configure service tags using the Azure Portal UI, which is a graphical interface commonly associated with Windows environments. There are no command-line examples (such as Azure CLI, PowerShell, or Bash scripts), and no mention of Linux-specific tools or workflows. This approach implicitly favors Windows users and omits guidance for users who prefer or require Linux-based or cross-platform automation.
Recommendations:
  • Add equivalent Azure CLI examples for all configuration steps, as Azure CLI is cross-platform and widely used on Linux.
  • If PowerShell examples are provided in other documentation, ensure Bash or Azure CLI equivalents are also included.
  • Explicitly mention that all steps can be performed from any OS using the Azure Portal, but provide links or examples for command-line automation.
  • Include a section or callout for Linux users, highlighting any differences or additional considerations.
  • Ensure screenshots and UI references are supplemented with command-line instructions for parity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-overview.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation page demonstrates a bias towards Windows by emphasizing ASP.NET Core and ASP.NET (both traditionally associated with Windows development) as the primary server-side frameworks for Azure SignalR Service. There is no mention of Linux-based server frameworks, nor are there examples or references to non-Windows development environments. The documentation also lacks explicit Linux or cross-platform setup or usage examples, which may leave Linux users underserved.
Recommendations:
  • Include explicit references to Linux and cross-platform server environments (e.g., running ASP.NET Core on Linux, using Docker, or deploying on Linux-based Azure App Services).
  • Provide examples or links for setting up and using Azure SignalR Service from Linux environments, including command-line instructions for both Windows (PowerShell/CMD) and Linux (Bash).
  • Highlight cross-platform compatibility of ASP.NET Core and SignalR, and clarify that development and hosting are supported on Linux, macOS, and Windows.
  • Mention and provide examples for non-.NET server-side frameworks or languages (such as Node.js, Java, or Python) where possible, to broaden the appeal and utility for non-Windows developers.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/howto-custom-domain.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First
Summary:
The documentation generally avoids OS-specific bias, presenting most steps as Azure Portal UI instructions and providing both PowerShell and Bash examples for command-line operations. However, in the 'Verify a custom domain' section, the PowerShell (Windows) example is presented before the Bash (Linux) example, which is a subtle instance of 'windows_first' ordering. There are no exclusive Windows tools, missing Linux examples, or PowerShell-heavy sections.
Recommendations:
  • Present Bash (Linux) and PowerShell (Windows) examples in parallel tabs or alternate their order across documentation to avoid implicit prioritization.
  • When showing command-line examples, consider listing Bash first or providing a neutral ordering (e.g., alphabetical or based on global usage statistics).
  • Continue to ensure that all command-line examples are available for both Windows and Linux environments.
  • Explicitly mention cross-platform compatibility where relevant, especially for tools like curl.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-howto-troubleshoot-guide.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation demonstrates a Windows bias by referencing Windows-specific tools (like Fiddler), Windows debugging patterns (such as using Visual Studio's 'Just My Code' and CLR exceptions), and .NET/ASP.NET-centric troubleshooting steps. There are no Linux-specific examples or equivalent instructions for common Linux environments (e.g., using curl, tcpdump, Wireshark, or Linux debugging tools). The guidance assumes the reader is running on Windows or using Windows-based development environments, with no mention of how to perform similar troubleshooting on Linux servers or containers.
Recommendations:
  • Add Linux-specific troubleshooting steps and examples, such as using curl, tcpdump, Wireshark, or equivalent tools for network inspection.
  • Include instructions for enabling and viewing logs on Linux (e.g., using journalctl, systemd, or tailing log files).
  • Provide parity in code/configuration examples for Linux-based hosting (e.g., how to set environment variables or configure TLS on Linux).
  • Mention cross-platform tools (such as Wireshark or browser DevTools) alongside Windows-only tools like Fiddler.
  • Clarify when instructions are Windows-specific and offer Linux alternatives where possible.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-concept-serverless-development-config.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example Windows Tools Windows First
Summary:
The documentation page exhibits a Windows bias in several areas: configuration and deployment instructions reference the Azure portal and GUI-based workflows (which are more familiar to Windows users), and CORS configuration for local development only provides a JSON example for local.settings.json without mentioning Linux-specific considerations. The CORS section explicitly notes that CORS configuration is not available for Azure Functions Linux Consumption plan, but does not provide equivalent Linux command-line or configuration alternatives. There are no CLI or cross-platform examples for tasks like enabling CORS or deploying functions, and no mention of Linux-specific tools or workflows. The documentation assumes use of the Azure portal and omits Linux shell or Azure CLI examples, which would be more familiar to Linux users.
Recommendations:
  • Add Azure CLI and/or PowerShell examples for all configuration steps (e.g., enabling CORS, setting connection strings), and ensure both are presented together or with CLI first.
  • For local development, provide Linux-specific guidance for editing local.settings.json, including common Linux editors and file paths.
  • Where the Azure portal is referenced, provide equivalent command-line instructions using Azure CLI or ARM templates.
  • Explicitly address Linux Consumption plan limitations and provide recommended workarounds or alternatives for Linux users.
  • Include deployment examples using cross-platform tools (e.g., Azure CLI, GitHub Actions) rather than only referencing portal-based workflows.
  • Ensure that all code/configuration samples are clearly marked as OS-agnostic or provide both Windows and Linux variants where differences exist.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/concept-connection-string.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example Windows Tools Windows First
Summary:
The documentation page demonstrates a mild Windows bias by referencing .NET-specific tools (such as the .NET secret manager), using configuration patterns and environment variable conventions that are most familiar to Windows/.NET developers, and omitting explicit Linux or cross-platform examples for environment variable setting or secret management. While the Azure CLI is mentioned (which is cross-platform), there are no shell-specific examples for Linux, and the documentation assumes familiarity with Windows-centric development workflows.
Recommendations:
  • Add explicit Linux/macOS shell examples for setting environment variables (e.g., export Azure__SignalR__ConnectionString=...) alongside the .NET secret manager and Windows environment variable examples.
  • Mention and provide examples for common Linux secret management tools (such as using environment variables in bash/zsh, or referencing Azure Key Vault from Linux-based deployments).
  • Clarify that the .NET secret manager and configuration patterns are cross-platform, and provide guidance for developers working outside of Windows (e.g., on Docker, Linux VMs, or CI/CD pipelines).
  • Where possible, present cross-platform or Linux-first examples before or alongside Windows/.NET-specific tools.
  • Include a note or section about configuring connection strings in popular Linux deployment scenarios (such as systemd services, Docker containers, or Kubernetes pods).
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-quickstart-dotnet.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools Powershell Heavy
Summary:
The documentation demonstrates a strong Windows bias: it exclusively lists Windows-specific prerequisites (Visual Studio 2019, .NET Framework 4.6.1), assumes the use of Visual Studio for development and debugging, and provides instructions and tooling (such as NuGet Package Manager Console with a PowerShell command) that are only available or typical on Windows. There are no instructions or examples for developing or running the sample on Linux or macOS, nor are cross-platform tools or editors (like VS Code or JetBrains Rider) mentioned.
Recommendations:
  • Add a section or notes for Linux/macOS users, including supported development environments (e.g., Visual Studio Code, JetBrains Rider) and .NET Core/Mono equivalents.
  • Provide instructions for installing dependencies and running the sample using cross-platform .NET SDKs (e.g., dotnet CLI) instead of only Visual Studio.
  • Include alternative commands for package installation using the dotnet CLI (e.g., 'dotnet add package') in addition to the NuGet Package Manager Console.
  • Clarify which steps are Windows-specific and offer parallel steps for Linux/macOS where possible.
  • Mention any platform limitations or requirements explicitly, so non-Windows users know what is and isn't supported.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-howto-move-across-regions.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Powershell Heavy Missing Linux Example Windows Tools Windows First
Summary:
The documentation page demonstrates a Windows bias by providing detailed instructions and examples exclusively for Azure PowerShell, which is most commonly used on Windows. It references Windows-specific tools (e.g., Notepad) and omits any examples or guidance for Linux or cross-platform CLI tools such as Azure CLI, Bash, or editors commonly used on Linux/macOS. The PowerShell-based workflow is presented as the only scripting/command-line option, and Windows tools are mentioned before any cross-platform alternatives.
Recommendations:
  • Add parallel instructions and examples using Azure CLI (az) commands, which are cross-platform and widely used on Linux and macOS.
  • When referencing file editing, suggest cross-platform editors (e.g., nano, vim, code) or use generic language such as 'open the file in your preferred text editor.'
  • Include Bash shell command examples alongside PowerShell, especially for template export, editing, and deployment.
  • Explicitly state that the process can be performed on any OS, and provide OS-agnostic steps where possible.
  • If referencing PowerShell, clarify that Azure PowerShell is available on Linux and macOS, and provide installation links or notes for those platforms.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-tutorial-build-blazor-server-chat-app.md [View Details]
Scanned: 2025-07-13 21:37 • Page-level bias detected
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Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation is heavily oriented towards Windows development environments, specifically Visual Studio, and omits Linux-specific instructions or parity. All GUI instructions and screenshots are for Visual Studio on Windows, and there is no mention of Visual Studio Code, command-line editors, or Linux-specific workflows. The only alternative to Visual Studio is a brief mention of the .NET CLI for project creation, but subsequent steps (debugging, publishing, secret management) assume Visual Studio usage. There are no Linux or cross-platform publishing/deployment instructions, and all troubleshooting and tool references are Windows-centric.
Recommendations:
  • Provide parallel instructions for Linux and macOS users, including using Visual Studio Code or JetBrains Rider, and command-line workflows.
  • Include CLI-based steps for publishing to Azure (e.g., using 'dotnet publish' and 'az webapp deploy') instead of only Visual Studio GUI.
  • Add Linux-specific notes for running and debugging the app (e.g., using 'dotnet run', browser access, and terminal debugging).
  • Mention cross-platform secret management tools and workflows (e.g., 'dotnet user-secrets', environment variables).
  • Include screenshots or descriptions for non-Windows environments where relevant.
  • Explicitly state that the tutorial is cross-platform and highlight any differences or prerequisites for Linux/macOS.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-quickstart-azure-signalr-service-arm-template.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First Powershell Heavy Windows Tools
Summary:
The documentation presents deployment options in the order: Portal, PowerShell, and then CLI. PowerShell is given equal prominence to CLI, and the CLI section references Git Bash (included in Git for Windows) as the example Bash shell, rather than a native Linux shell. There are no explicit Linux-specific instructions or examples, and the CLI instructions are written generically, but the only shell mentioned is Git Bash for Windows. This subtly prioritizes Windows tools and environments.
Recommendations:
  • Explicitly mention native Linux/macOS shells (e.g., bash, zsh) as supported environments for Azure CLI, not just Git Bash for Windows.
  • Add a note or section confirming that all CLI commands work natively on Linux/macOS terminals, and provide any Linux/macOS-specific prerequisites if needed.
  • When listing deployment options, consider rotating or randomizing the order, or explicitly stating that all platforms are supported equally.
  • Provide links or references to installing Azure CLI on Linux/macOS, not just a generic install link.
  • If referencing PowerShell, clarify that PowerShell Core is cross-platform, or provide Bash equivalents for any PowerShell-specific scripts where possible.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/concept-connection-string.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example Windows Tools Windows First
Summary:
The documentation page demonstrates a subtle Windows bias by referencing Windows-centric tools (such as the .NET secret manager and environment variable conventions) without providing equivalent Linux or cross-platform examples. The only command-line examples for setting secrets use 'dotnet user-secrets', which is more commonly associated with Windows development environments, and environment variable naming conventions are described in a way that is most familiar to Windows users. There are no explicit Linux shell or configuration examples, and no mention of Linux-specific patterns or tools (such as exporting environment variables in Bash, or using Linux-based secret management solutions).
Recommendations:
  • Add Linux/Bash examples for setting environment variables, e.g., 'export Azure__SignalR__ConnectionString=...'.
  • Include notes or examples for using the .NET secret manager on Linux, or mention alternative secret storage mechanisms common in Linux environments.
  • When describing environment variable configuration, clarify that the double underscore convention works across platforms, and provide both Windows (set) and Linux (export) command examples.
  • Mention and provide examples for using Azure CLI and Key Vault in Linux environments, if applicable.
  • Ensure that all code/configuration examples are platform-neutral or provide both Windows and Linux variants where relevant.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/howto-custom-domain.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Windows First
Summary:
The documentation generally avoids OS-specific bias except in the 'Verify a custom domain' section, where the PowerShell (Windows) example is presented before the Bash (Linux/macOS) example. No other sections show Windows-specific tools, commands, or patterns, and Linux is explicitly mentioned in the DNS lookup example. There are no missing Linux examples or exclusive use of Windows tools.
Recommendations:
  • Present Bash (Linux/macOS) and PowerShell (Windows) examples in parallel tabs or alternate which comes first to avoid implicit prioritization.
  • In the 'Verify a custom domain' section, consider listing Bash first or side-by-side with PowerShell to ensure parity.
  • Continue to avoid OS-specific tooling unless necessary, and always provide equivalent examples for both Windows and Linux environments.
  • Explicitly mention that both Windows and Linux users are supported where relevant, to reinforce cross-platform inclusivity.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/howto-use-managed-identity.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation demonstrates a Windows bias by exclusively using the Azure portal for all configuration steps, without providing any command-line examples (such as Azure CLI or PowerShell). While the Azure portal is cross-platform, the lack of CLI examples means users on Linux or those preferring automation/scripting are not served. There are no Linux-specific instructions or examples, and no mention of Linux tools or shell commands.
Recommendations:
  • Add Azure CLI examples for all configuration steps (e.g., adding managed identities, configuring upstream settings, setting Key Vault permissions).
  • Include PowerShell examples as an option, but ensure Azure CLI (which is cross-platform) is presented first or alongside.
  • Explicitly mention that all steps can be performed from Linux, macOS, or Windows using the CLI, and provide sample commands.
  • Where screenshots are used, consider including CLI output or code blocks to improve accessibility for non-Windows users.
  • Review for any UI-specific instructions that may differ between OSes and clarify as needed.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-concept-serverless-development-config.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
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Page-Level Analysis

Missing Linux Example Windows Tools Windows First
Summary:
The documentation page demonstrates a bias toward Windows environments in several ways. While the content is largely cross-platform in its conceptual explanations, practical configuration and deployment instructions (especially for enabling CORS and authentication) reference the Azure portal UI and features that are only available or fully functional on Windows or in the Windows Consumption plan. There are no explicit Linux or CLI-based examples for configuring CORS or authentication, and a note explicitly states that CORS configuration is not available in the Azure Functions Linux Consumption plan, without offering a Linux-native alternative. All code samples are in C# (a Microsoft-centric language), and there are no shell, Bash, or cross-platform CLI examples for local development or deployment. The documentation assumes use of the Azure portal (a GUI tool), which is more common in Windows workflows, and does not provide parity for Linux command-line users.
Recommendations:
  • Provide Azure CLI and/or Azure PowerShell examples for all configuration steps (such as enabling CORS, setting authentication, and deploying functions), ensuring that Linux users can follow along without needing the Azure portal.
  • Explicitly address Linux Consumption plan limitations by offering alternative solutions or workarounds, such as using Azure API Management or Azure CLI scripts, and link to relevant documentation.
  • Include examples in additional languages (such as JavaScript, Python, or Bash) where appropriate, especially for local development and deployment scenarios.
  • Add a section or callouts for Linux/macOS users, highlighting any differences in workflow or configuration, and ensure that all instructions are cross-platform where possible.
  • When referencing configuration files (like local.settings.json), clarify any OS-specific paths or environment variable differences.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-howto-move-across-regions.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Missing Linux Example Windows Tools Windows First
Summary:
The documentation provides detailed instructions for moving an Azure SignalR resource using the Azure portal and Azure PowerShell, but does not include equivalent examples for Linux or cross-platform command-line tools such as Azure CLI. The PowerShell section assumes a Windows environment (e.g., use of 'notepad'), and no Bash, Azure CLI, or Linux-native editor alternatives are mentioned. This creates a bias towards Windows users and omits guidance for Linux or macOS users.
Recommendations:
  • Add equivalent instructions using Azure CLI (az) for exporting, editing, and deploying ARM templates, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • When referencing file editing, suggest cross-platform editors (e.g., 'nano', 'vim', 'code', or 'your preferred editor') instead of only 'notepad'.
  • Include Bash or shell command examples alongside PowerShell, especially for steps like file manipulation and deployment.
  • Structure the documentation so that cross-platform or platform-neutral approaches (like Azure CLI or portal) are presented before or alongside Windows-specific (PowerShell) instructions.
  • Explicitly state that the steps can be performed on any OS, and provide notes or links for Linux/macOS users where workflows or commands may differ.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-howto-use.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Powershell Heavy Windows Tools Missing Linux Example
Summary:
The documentation demonstrates a bias towards Windows environments, particularly in the legacy ASP.NET SignalR section. It provides installation instructions using the Package Manager Console (PowerShell), references configuration via web.config (a Windows/IIS-centric pattern), and omits equivalent Linux-friendly instructions (such as using dotnet CLI or editing appsettings.json). There are no explicit Linux or cross-platform examples for setup or configuration, and Windows tools and patterns are assumed as defaults.
Recommendations:
  • Provide Linux/cross-platform installation instructions, such as using the dotnet CLI (e.g., 'dotnet add package') alongside or instead of PowerShell/Package Manager Console.
  • Include configuration examples using appsettings.json or environment variables, which are more common in Linux and containerized deployments, in addition to web.config.
  • Explicitly mention that the SDK and service are cross-platform, and clarify any OS-specific steps.
  • When referencing environment variables, provide both Windows and Linux syntax (e.g., 'set' vs 'export').
  • Avoid assuming the use of Windows/IIS-specific tools and patterns as the default; present cross-platform approaches first or in parallel.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-howto-troubleshoot-guide.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Missing Linux Example Windows Tools Windows First
Summary:
The documentation demonstrates a bias toward Windows environments. Troubleshooting steps and examples are almost exclusively focused on ASP.NET/ASP.NET Core (C#), with no mention of Linux-specific tools or patterns. Diagnostic instructions reference Windows-centric tools (e.g., Fiddler, Performance Monitor), and debugging steps assume Visual Studio or Windows workflows. There are no Linux command-line or open-source alternatives provided, nor are there any Bash or Linux-native code/configuration samples.
Recommendations:
  • Add Linux-specific troubleshooting instructions, such as using curl, tcpdump, or Wireshark for network diagnostics.
  • Include examples of viewing logs and debugging on Linux (e.g., using journalctl, systemd, or dotnet CLI tools).
  • Mention cross-platform tools (e.g., Wireshark, mitmproxy) alongside or instead of Windows-only tools like Fiddler.
  • Provide code/configuration samples for Linux environments, such as configuring .NET Core apps on Linux, or using environment variables instead of web.config.
  • When listing tools or steps, present cross-platform or Linux-first options before or alongside Windows-specific ones.
  • Reference Linux container diagnostics more thoroughly, including commands and links to relevant documentation.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-howto-troubleshoot-method.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation shows a mild Windows bias. In several places, Windows tools and patterns are mentioned first or exclusively, such as Fiddler for network tracing and web.config for logging. Linux alternatives are sometimes mentioned, but often as secondary options or without equal detail. Some logging/tracing instructions are Windows-specific or reference Windows-only platforms (e.g., Windows Phone 8). There is a lack of parity in examples and guidance for Linux environments.
Recommendations:
  • When listing tools for network tracing, present cross-platform options (e.g., tcpdump, Wireshark) before or alongside Windows-specific tools like Fiddler.
  • Provide explicit Linux and macOS examples for enabling server-side and client-side logging, not just web.config (which is Windows/IIS-centric). Include instructions for configuring logging in Linux deployments (e.g., using environment variables, appsettings.json, or systemd).
  • Avoid referencing Windows-only platforms (e.g., Windows Phone 8) without mentioning their irrelevance to Linux users or providing Linux/mobile alternatives.
  • Ensure all code/configuration snippets are applicable to both Windows and Linux, or provide parallel examples for each.
  • Where possible, use neutral language and tool ordering (e.g., 'To collect a network trace, you can use tcpdump (Linux/macOS), Wireshark (cross-platform), or Fiddler (Windows)').
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-howto-scale-multi-instances.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Windows First Missing Linux Example
Summary:
The documentation provides command-line configuration examples using 'dotnet user-secrets set' and references to 'web.config', both of which are more familiar to Windows users. There are no explicit Linux or cross-platform shell examples (e.g., bash), nor is there mention of Linux-specific configuration files or patterns. The documentation does not clarify if the commands or configuration steps differ on Linux, and it omits any Linux shell equivalents or guidance for Linux-based deployments.
Recommendations:
  • Add explicit bash/zsh shell examples for setting environment variables or secrets, especially for 'dotnet user-secrets set', to show parity with Windows cmd usage.
  • Clarify that 'dotnet user-secrets' works cross-platform, or provide alternative instructions for Linux environments if needed.
  • Include examples of configuring connection strings via environment variables, which is a common pattern on Linux and in containerized deployments.
  • Mention and provide samples for using 'appsettings.json' (already referenced in some sections) as the primary configuration file, which is cross-platform.
  • When referencing 'web.config', note that this is specific to IIS/Windows hosting, and provide guidance for equivalent configuration on Linux (e.g., using environment variables or appsettings.json).
  • Ensure that all command-line instructions are either cross-platform or have both Windows and Linux/macOS variants.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-quickstart-azure-functions-java.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Windows Tools Missing Linux Example
Summary:
The documentation page is mostly cross-platform in its language and instructions, but it exhibits subtle Windows bias by referencing the Azure Storage Emulator (which is Windows-only) without mentioning or prioritizing its cross-platform replacement, Azurite. There are no explicit Linux/macOS-specific instructions or troubleshooting notes, and no shell or command-line examples that are unique to Linux/macOS. The documentation does not provide PowerShell-specific commands or Windows command prompt examples, but it does reference a Windows-only tool as the default for local storage emulation.
Recommendations:
  • Replace references to 'Azure Storage Emulator' with 'Azurite', which is cross-platform and recommended for all OSes.
  • Explicitly mention that all CLI commands (e.g., mvn, func) work on Windows, macOS, and Linux, and note any OS-specific prerequisites or differences.
  • Add troubleshooting notes or links for common Linux/macOS issues (such as file permissions, path separators, or Java installation).
  • If screenshots or UI steps are shown, ensure they are not Windows-only, or provide equivalent Linux/macOS visuals or notes.
  • Where possible, provide parity in instructions for all major platforms, especially for local development tools and environment setup.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-quickstart-dotnet.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Windows First Missing Linux Example Windows Tools Powershell Heavy
Summary:
The documentation is heavily oriented towards Windows development environments. It exclusively lists Windows tools (Visual Studio 2019), assumes the use of .NET Framework (not .NET Core/.NET 5+), and provides instructions only for Visual Studio and PowerShell. There are no examples or instructions for Linux users, such as using VS Code, JetBrains Rider, or command-line .NET CLI workflows. The documentation does not mention or provide parity for Linux or cross-platform development scenarios.
Recommendations:
  • Add instructions for setting up and running the sample using .NET Core or .NET 5+ on Linux and macOS, including using the dotnet CLI.
  • Include alternative development environments such as VS Code or JetBrains Rider, with relevant steps for Linux/macOS.
  • Provide Linux/macOS equivalents for package installation (e.g., using dotnet add package instead of only PowerShell/NuGet Package Manager).
  • Clarify which steps are Windows-specific and offer parallel guidance for non-Windows users.
  • Add troubleshooting notes or links relevant to Linux/macOS environments.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-overview.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Windows First Missing Linux Example Aspnet Heavy
Summary:
The documentation page demonstrates a bias towards Windows and Microsoft-centric development environments. It emphasizes ASP.NET Core and ASP.NET as the primary (and only) server-side frameworks, with no mention of Linux-based hosting, non-Microsoft server frameworks, or cross-platform development patterns. There are no Linux-specific examples, tools, or deployment scenarios, and the language suggests a Windows-first approach by focusing on technologies historically associated with Windows.
Recommendations:
  • Include explicit references to Linux hosting and deployment scenarios for SignalR Service.
  • Provide examples or links for using SignalR Service with non-ASP.NET server frameworks (such as Node.js, Java, or Python) and demonstrate cross-platform compatibility.
  • Mention and document how to run SignalR client and server applications on Linux, including any relevant command-line tools or patterns.
  • Balance the focus on ASP.NET by highlighting SDKs and integrations for other languages and platforms, and provide parity in documentation structure and examples.
  • Add a section or callout clarifying that Azure SignalR Service is fully supported and commonly used in Linux and cross-platform environments.
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-signalr/signalr-tutorial-build-blazor-server-chat-app.md [View Details]
Scanned: 2025-07-08 04:23 • Page-level bias detected
▼

Page-Level Analysis

Windows First Missing Linux Example Windows Tools
Summary:
The documentation demonstrates a Windows bias by focusing almost exclusively on Visual Studio (a Windows-centric IDE) for project creation, deployment, and publishing workflows. All step-by-step instructions and screenshots assume the use of Visual Studio GUI, with no mention of cross-platform alternatives such as Visual Studio Code or command-line publishing. There are no Linux/macOS-specific instructions or examples for development, deployment, or troubleshooting, and the only non-GUI example is the 'dotnet new' CLI command for project creation.
Recommendations:
  • Add explicit instructions and examples for Linux/macOS users, such as using Visual Studio Code or JetBrains Rider, and clarify that the .NET CLI works cross-platform.
  • Provide alternative publishing steps using the 'dotnet publish' command and Azure CLI for deployment, including sample commands.
  • Include screenshots or terminal output from Linux/macOS environments where appropriate.
  • Mention cross-platform editors and tools in the prerequisites section, and avoid assuming Visual Studio as the default development environment.
  • Add troubleshooting notes or links relevant to Linux/macOS users, such as permissions, environment variables, or common issues on those platforms.