113
Total Pages
61
Linux-Friendly Pages
52
Pages with Bias
46.0%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

281 issues found
Showing 251-275 of 281 flagged pages
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/about-upgrade-circuit-bandwidth.md ...ticles/expressroute/about-upgrade-circuit-bandwidth.md
Medium Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation page lists PowerShell as a primary method for upgrading ExpressRoute circuit bandwidth, and mentions it before Azure CLI. PowerShell is a Windows-centric tool, while Azure CLI is cross-platform. There are no explicit Linux-specific examples or references, and no mention of Bash or Linux shell commands. The structure and ordering may suggest a Windows-first approach, potentially making Linux users feel secondary.
Recommendations
  • Provide explicit Linux/Bash examples alongside PowerShell, especially for command-line operations.
  • List Azure CLI before PowerShell, or clarify that Azure CLI is cross-platform and suitable for Linux/macOS users.
  • Add a note or section highlighting Linux/macOS compatibility for all command-line instructions.
  • Include troubleshooting or operational guidance relevant to Linux environments, such as package installation or shell usage.
  • Ensure parity in screenshots or step-by-step guides for both Windows and Linux platforms where applicable.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/expressroute-prerequisites.md ...in/articles/expressroute/expressroute-prerequisites.md
Medium Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Missing Linux Example
Summary
The documentation references Azure PowerShell commands as a prerequisite for ExpressRoute Direct enrollment, but does not mention or provide equivalent instructions for Linux users (e.g., Azure CLI). No Linux-specific tools or cross-platform command options are discussed, and the only explicit tooling reference is Windows-centric.
Recommendations
  • Include Azure CLI commands alongside or in place of Azure PowerShell instructions, as Azure CLI is cross-platform and widely used on Linux.
  • Explicitly state that both PowerShell and Azure CLI can be used for subscription enrollment and other management tasks, with links to relevant documentation for each.
  • Review all procedural steps to ensure Linux users are not excluded, and provide parity in examples and tooling references.
  • Where possible, avoid assuming the use of Windows tools as the default, and present cross-platform options first or equally.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/bgp-communities.md ...ocs/blob/main/articles/expressroute/bgp-communities.md
Medium Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page focuses on Azure ExpressRoute BGP communities but only references configuration via the Azure portal, without providing any command-line examples. There is no mention of platform-specific tools, but the absence of CLI examples (such as PowerShell, Azure CLI, or Linux tools) means that Windows-centric workflows (portal or PowerShell) are implicitly prioritized, and Linux users are left without direct guidance.
Recommendations
  • Add Azure CLI examples for configuring BGP communities, ensuring Linux users have clear instructions.
  • If PowerShell examples are provided elsewhere, ensure equivalent Bash/Azure CLI examples are present and referenced.
  • Explicitly mention that configuration can be performed from any OS using Azure CLI, not just the portal.
  • Include troubleshooting steps or commands that work on both Windows and Linux environments.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/expressroute-howto-routing-portal-resource-manager.md ...https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/expressroute-howto-routing-portal-resource-manager.md
Medium Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page demonstrates Windows bias primarily by providing command-line examples using Windows-specific syntax (e.g., 'openssl.exe'), and by omitting equivalent Linux/Unix command examples. Additionally, where command-line instructions are given, Windows conventions are used first or exclusively, with no mention of Linux or cross-platform alternatives. There is also a lack of explicit guidance for Linux users in the prerequisites and configuration steps.
Recommendations
  • Provide Linux/Unix command examples alongside Windows examples, especially for tools like OpenSSL (e.g., use 'openssl' instead of 'openssl.exe').
  • Clarify that the instructions and tools are cross-platform where applicable, and note any OS-specific differences.
  • Add explicit Linux/Unix instructions or screenshots where command-line or portal steps may differ.
  • Ensure parity in documentation by mentioning both Windows and Linux options in all relevant sections, including prerequisites and troubleshooting.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/quickstart-create-expressroute-vnet-terraform.md ...route/quickstart-create-expressroute-vnet-terraform.md
Medium Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for verifying resources, but PowerShell is given equal prominence and detail, despite being primarily a Windows tool. There is no explicit mention of Linux-specific tools or shell environments, and the order of presentation (CLI first, then PowerShell) is neutral, but the inclusion of PowerShell examples may indicate a slight Windows bias, especially since PowerShell is less commonly used on Linux. No Linux-specific troubleshooting or shell examples (e.g., Bash, zsh) are provided.
Recommendations
  • Clarify that Azure CLI commands are cross-platform and can be run on Windows, Linux, and macOS.
  • Add explicit Bash or shell examples for Linux users, especially for environment variable usage and scripting.
  • Include troubleshooting steps or notes relevant to Linux environments (e.g., common permission issues, package installation).
  • Consider mentioning that PowerShell Core is available on Linux, if PowerShell examples are retained, or provide guidance for Linux users on using PowerShell vs. CLI.
  • Ensure that all instructions and code samples are clearly marked as cross-platform where applicable.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/howto-recreate-connections.md ...in/articles/expressroute/howto-recreate-connections.md
Medium Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation consistently lists PowerShell examples before CLI examples and refers to PowerShell as a primary automation method, which may suggest a Windows-centric approach. There are no explicit Linux-specific instructions or examples, and the CLI (which is cross-platform) is mentioned only after PowerShell. No Linux tools or shell commands are referenced.
Recommendations
  • List Azure CLI examples before or alongside PowerShell examples to emphasize cross-platform support.
  • Explicitly mention that Azure CLI works on Linux, macOS, and Windows.
  • Provide Linux-specific guidance or screenshots where relevant (e.g., terminal usage).
  • Avoid implying PowerShell is the default or preferred automation tool; clarify parity between PowerShell and CLI.
  • Add a note or section for Linux users, including any OS-specific considerations.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/expressroute-qos.md ...cs/blob/main/articles/expressroute/expressroute-qos.md
Medium Priority View Details →
Scanned: 2025-07-13 21:37
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page demonstrates a Windows-first bias by linking only to instructions for configuring DSCP markings on Windows 10 clients and referencing Skype for Business/Teams workloads in a Windows-centric context. There are no examples or guidance for Linux or cross-platform environments, and no mention of Linux tools or methods for setting QoS/DSCP values.
Recommendations
  • Include references or links to documentation for configuring DSCP markings and QoS policies on Linux systems (e.g., using iptables, tc, or systemd-networkd).
  • Provide cross-platform examples or a table summarizing how to set DSCP markings on both Windows and Linux clients.
  • Avoid linking exclusively to Windows-specific guides; instead, offer parallel guidance for Linux or note the absence of such guidance.
  • Explicitly mention whether the recommendations and requirements apply to non-Windows clients and, if so, how to implement them.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/configure-expressroute-private-peering.md ...expressroute/configure-expressroute-private-peering.md
Medium Priority View Details →
Scanned: 2025-07-13 21:37
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
Missing Linux Example Windows First
Summary
The documentation exclusively uses the Azure portal GUI for all instructions and does not provide any command-line examples. There are no references to PowerShell, Windows tools, or CLI commands, but the lack of Azure CLI or Linux-based instructions means Linux users do not have parity. The documentation implicitly assumes a GUI-first (and thus, often Windows-first) workflow, which may disadvantage users who prefer or require command-line or Linux-native approaches.
Recommendations
  • Add equivalent Azure CLI instructions for each step, ensuring they work on Linux, macOS, and Windows.
  • Explicitly mention that all steps can be performed using the Azure CLI or Azure PowerShell, and provide links to relevant documentation.
  • Where verification steps are described (e.g., viewing ARP tables or route tables), include CLI commands (such as az network express-route or az network vnet-gateway) alongside portal instructions.
  • Ensure that any references to tools or workflows are cross-platform, or provide alternatives for Linux/macOS users.
  • Consider including a table or section comparing portal, Azure CLI, and PowerShell workflows for each major step.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/bgp-communities.md ...ocs/blob/main/articles/expressroute/bgp-communities.md
Medium Priority View Details →
Scanned: 2025-07-13 21:37
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
Missing Linux Example 🔧 Windows Tools
Summary
The documentation page does not provide any platform-specific configuration examples, but the only 'Next steps' link refers to using the Azure portal, which is a graphical tool most commonly used on Windows. There are no CLI, PowerShell, or Linux-based instructions or references, and no mention of cross-platform tools or automation approaches. This may implicitly bias the documentation towards Windows users and those using the Azure portal, while omitting parity for Linux or CLI-based workflows.
Recommendations
  • Add explicit instructions and examples for configuring BGP communities using cross-platform tools such as Azure CLI and Azure PowerShell, ensuring both Windows and Linux users are supported.
  • Include sample command-line snippets for both PowerShell and Bash (Azure CLI) to demonstrate configuration steps.
  • Mention automation options (e.g., ARM templates, Terraform) that are platform-agnostic.
  • Ensure that references to the Azure portal are complemented by equivalent CLI or scripting instructions, and clarify that the portal is accessible from any OS.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/expressroute-howto-set-global-reach-portal.md ...essroute/expressroute-howto-set-global-reach-portal.md
Medium Priority View Details →
Scanned: 2025-07-13 21:37
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation page primarily describes configuration using the Azure portal, which is platform-agnostic, but it specifically mentions Azure PowerShell as the only CLI tool in the prerequisites, with no mention of Azure CLI or Bash alternatives. This suggests a Windows-first and PowerShell-heavy bias, as Linux users are more likely to use Azure CLI or Bash scripting. No Linux-specific tools or instructions are provided.
Recommendations
  • In the 'Before you begin' section, mention both Azure PowerShell and Azure CLI as supported tools for local scripting, and provide installation links for both.
  • Wherever PowerShell is referenced, add equivalent Azure CLI (az) commands or guidance, especially for users on Linux or macOS.
  • Explicitly state that all portal-based steps are cross-platform, but provide links to CLI-based documentation for both PowerShell and Azure CLI.
  • Consider adding a 'Command-line configuration' section with both PowerShell and Azure CLI examples for users who prefer scripting or automation.
  • Review all notes and prerequisites to ensure they do not assume a Windows environment or PowerShell as the default.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/expressroute-routing.md ...lob/main/articles/expressroute/expressroute-routing.md
Medium Priority View Details →
Scanned: 2025-07-13 21:37
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
Windows Reference Windows Services First
Summary
The documentation is generally platform-neutral and focuses on network routing concepts, but there are minor instances of Windows bias. Specifically, there is a reference to Windows VM license activation in the context of default route advertisement, and the list of Microsoft 365 services highlights Windows-centric products (Exchange, SharePoint, Skype for Business, Teams) before mentioning others. There are no PowerShell-heavy sections, Windows-only tools, or missing Linux examples, but the only explicit OS reference is to Windows.
Recommendations
  • When mentioning issues like VM license activation, clarify that similar issues may affect Linux VMs (e.g., Azure Linux VM activation or cloud-init scenarios) if applicable, or explicitly state if the issue is Windows-only.
  • If referencing troubleshooting or configuration for VM activation, provide links or notes for both Windows and Linux VM scenarios.
  • When listing Microsoft 365 services, consider a more neutral phrasing or include a broader range of services to avoid the appearance of Windows-first bias.
  • Continue to avoid OS-specific tooling (such as PowerShell or Windows command-line) unless parity examples for Linux (Bash, CLI) are also provided.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/quickstart-create-expressroute-vnet-bicep.md ...ressroute/quickstart-create-expressroute-vnet-bicep.md
Medium Priority View Details →
Scanned: 2025-07-13 21:37
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for deployment, validation, and cleanup steps. However, PowerShell (a Windows-centric tool) is given equal prominence to Azure CLI, and in some sections, PowerShell is presented immediately after CLI without clarification that PowerShell is primarily a Windows tool. There are no explicit Linux-specific instructions or mentions of Linux shell environments, and no guidance for users on macOS or Linux regarding PowerShell Core compatibility.
Recommendations
  • Clarify that Azure CLI is cross-platform and works natively on Windows, Linux, and macOS, while PowerShell examples are for users who prefer or require PowerShell (and mention PowerShell Core for cross-platform use).
  • Consider presenting Azure CLI examples first, as it is the most universally applicable across platforms.
  • Add a note or section for Linux/macOS users, confirming that all CLI commands work in Bash and other Unix shells.
  • If PowerShell is included, specify that it is available cross-platform as PowerShell Core, and provide installation links or references for non-Windows users.
  • Explicitly state that no Windows-only tools or steps are required, and that the process is fully supported on Linux and macOS.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/expressroute-howto-set-global-reach-portal.md ...essroute/expressroute-howto-set-global-reach-portal.md
Medium Priority View Details →
Scanned: 2025-07-08 04:23
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Windows First
Summary
The documentation page demonstrates a mild Windows bias by referencing Azure PowerShell as a prerequisite for local command-line configuration, without mentioning Azure CLI or Bash alternatives. The only command-line tool referenced is Azure PowerShell, which is most commonly associated with Windows environments. No Linux-specific tools, shell instructions, or parity examples are provided. However, the main configuration flow is via the Azure portal, which is cross-platform.
Recommendations
  • Mention Azure CLI as an alternative to Azure PowerShell for users on Linux or macOS.
  • Provide equivalent Azure CLI commands or instructions for all PowerShell references.
  • Update the 'Before you begin' section to include both Azure PowerShell and Azure CLI as supported local tools.
  • Clarify that the Azure portal is accessible from any OS, and provide links to cross-platform command-line documentation.
  • If screenshots or examples reference Windows-specific UI or paths, consider including notes or images from Linux/macOS environments.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/expressroute-qos.md ...cs/blob/main/articles/expressroute/expressroute-qos.md
Medium Priority View Details →
Scanned: 2025-07-08 04:23
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page demonstrates a Windows-first bias by linking only to guidance for configuring DSCP markings on Windows 10 clients, with no mention of Linux or cross-platform configuration steps. There are no examples or references for Linux tools or methods to set QoS/DSCP markings, which may leave Linux administrators without clear guidance.
Recommendations
  • Include references or links to documentation on configuring DSCP markings and QoS policies on Linux systems (e.g., using iptables, tc, or systemd-networkd).
  • Provide example commands or configuration snippets for both Windows and Linux platforms.
  • Explicitly mention that the guidance applies to both Windows and Linux clients, and clarify any platform-specific differences.
  • Add a section or note addressing how to achieve equivalent QoS configuration on Linux endpoints.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/quickstart-create-expressroute-vnet-bicep.md ...ressroute/quickstart-create-expressroute-vnet-bicep.md
Medium Priority View Details →
Scanned: 2025-07-08 04:23
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for deployment, validation, and cleanup steps. However, PowerShell (a Windows-centric tool) is given equal prominence to Azure CLI, and in some sections, PowerShell is presented immediately after CLI without clarifying platform parity or mentioning cross-platform PowerShell Core. There are no Linux- or macOS-specific instructions, nor is there any mention of Bash scripting or other Linux-native tools.
Recommendations
  • Clarify that Azure CLI is cross-platform and can be used on Windows, Linux, and macOS.
  • Mention that PowerShell Core is available cross-platform, or clarify if the instructions are specific to Windows PowerShell.
  • Consider providing Bash script examples or explicitly stating that the CLI commands work in Bash on Linux/macOS.
  • If referencing PowerShell, note its cross-platform availability and provide installation links for non-Windows users.
  • Add a note or section for Linux/macOS users to ensure they feel equally supported.
Expressroute https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/expressroute/rate-limit.md ...ure-docs/blob/main/articles/expressroute/rate-limit.md
Medium Priority View Details →
Scanned: 2025-07-08 04:23
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
Missing Linux Example Windows First
Summary
The documentation exclusively describes configuration using the Azure Portal GUI and does not provide any command-line examples. There is no mention of PowerShell, Azure CLI, or any OS-specific tools, but all instructions assume a graphical, browser-based workflow. This approach implicitly favors Windows environments, as Windows users are more likely to use the Azure Portal, while Linux users often prefer or require CLI-based instructions. There are no examples or references for Linux-native workflows (such as Azure CLI commands), nor is there any parity for headless or scriptable environments.
Recommendations
  • Add Azure CLI command examples for enabling/disabling rate limiting, as Azure CLI is cross-platform and widely used on Linux.
  • If PowerShell examples are added, ensure Azure CLI equivalents are always provided and presented first or side-by-side.
  • Explicitly mention that all steps can be performed via the Azure CLI or REST API, and provide links or examples for those methods.
  • Include a section or callout for users who prefer command-line or automated/scripted workflows, referencing both Windows and Linux environments.
  • Review screenshots and instructions to ensure they do not assume a Windows-only experience (e.g., avoid referencing Windows-specific UI elements or terminology).
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page exhibits mild Windows bias. In the introductory section, PowerShell is listed before Azure CLI, and a separate PowerShell (classic) article is referenced, while Linux/macOS equivalents are not. In the certificate generation example, the OpenSSL commands use the Windows-style 'openssl.exe' invocation, which may confuse Linux/macOS users. No Linux-specific tools or shell examples are provided, and there is no mention of platform differences or parity in the examples.
Recommendations
  • List Azure CLI before PowerShell in cross-platform tool references, or present both equally.
  • In code examples, use platform-neutral command invocations (e.g., 'openssl' instead of 'openssl.exe'), and note any platform-specific differences.
  • Explicitly mention that all steps can be performed on Linux/macOS, and provide example commands or screenshots where relevant.
  • Add a brief section or note clarifying that the Azure portal and CLI are fully supported on Linux/macOS, and link to Linux/macOS-specific documentation if available.
Expressroute Azure ExpressRoute: Configure Global Reach using the Azure portal ...essroute/expressroute-howto-set-global-reach-portal.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 1 bias type
Detected Bias Types
Powershell Heavy
Summary
The documentation briefly mentions Azure PowerShell in the 'Before you begin' section, suggesting users verify its installation if they want to run PowerShell locally. However, the rest of the article exclusively uses Azure portal (web UI) instructions and does not provide any command-line examples (PowerShell, Bash, CLI) for configuration, verification, or management. There are no explicit Windows-only tools or patterns, nor are Windows examples shown first, but the only command-line tool referenced is PowerShell, with no mention of Bash, Azure CLI, or Linux/macOS equivalents.
Recommendations
  • Clarify that Azure PowerShell is cross-platform and can be used on Linux/macOS as well as Windows.
  • Add equivalent instructions for using Azure CLI (az express-route ...) for all configuration steps, with examples for both Windows (PowerShell) and Linux/macOS (Bash).
  • If PowerShell is referenced, provide installation and usage guidance for Linux/macOS environments.
  • Explicitly state that all portal-based steps are OS-agnostic and can be performed from any supported browser on any OS.
Expressroute Planned maintenance guidance for ExpressRoute ...blob/main/articles/expressroute/planned-maintenance.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates a mild Windows bias by referencing the Get-AzExpressRouteCircuitStats PowerShell command as the primary method for monitoring ExpressRoute circuit traffic statistics, without providing equivalent CLI or Linux/macOS-friendly alternatives. No explicit Linux or cross-platform examples are given for key monitoring or validation steps.
Recommendations
  • Include Azure CLI examples (e.g., az network express-route) alongside PowerShell commands for monitoring and validation tasks.
  • Explicitly mention that PowerShell Core is available cross-platform, or provide Bash/Linux-native commands where possible.
  • Add guidance for Linux/macOS users on how to perform ExpressRoute monitoring and failover validation, including sample scripts.
  • Clarify whether the referenced tools (e.g., Get-AzExpressRouteCircuitStats) are available on non-Windows platforms and provide installation instructions if so.
Expressroute Quickstart: Create an ExpressRoute circuit and virtual network gateway with Terraform ...route/quickstart-create-expressroute-vnet-terraform.md
Low Priority View Details →
Scanned: 2026-01-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for verifying resources, but the PowerShell section is given equal prominence despite PowerShell being primarily a Windows tool. There is no explicit Linux/macOS bias, but the inclusion of PowerShell examples may suggest a slight Windows bias. However, the Azure CLI examples (which are cross-platform) are presented first, and all Terraform commands are platform-neutral.
Recommendations
  • Clarify that Azure CLI commands work on Windows, Linux, and macOS, and recommend CLI as the default for cross-platform users.
  • Add a note indicating that PowerShell examples are primarily for Windows users, and that CLI is preferred for Linux/macOS.
  • Consider providing bash script examples for resource verification to further support Linux/macOS users.
  • If possible, include explicit instructions for running Terraform and Azure CLI on Linux/macOS (e.g., installation links or environment notes).
Expressroute Managing complex network architectures with BGP communities - Azure ExpressRoute ...ocs/blob/main/articles/expressroute/bgp-communities.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Missing Linux Example Windows First
Summary
The documentation does not provide any platform-specific configuration examples or tooling references. However, the only 'next steps' link is to configuring BGP communities via the Azure portal, which is a graphical interface accessible from any OS. There is no mention of command-line tools, scripts, or automation methods (such as PowerShell, Azure CLI, or Linux shell commands). The absence of CLI examples or references creates a subtle bias, as Windows users may expect PowerShell guidance, while Linux/macOS users may look for Azure CLI or shell-based instructions. The lack of explicit examples for any platform means Linux parity is not actively addressed.
Recommendations
  • Add examples for configuring BGP communities using Azure CLI, which is cross-platform and preferred by many Linux/macOS users.
  • If automation is possible via scripting, provide both PowerShell and Bash examples.
  • Explicitly mention that the Azure portal is accessible from any OS, and link to CLI documentation for users who prefer command-line configuration.
  • Include a section comparing available tools for configuration (Azure portal, Azure CLI, PowerShell) and their OS compatibility.
Expressroute FAQ - Azure ExpressRoute | Microsoft Docs ...s/blob/main/articles/expressroute/expressroute-faqs.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
🔧 Windows Tools Powershell Heavy Windows First
Summary
The documentation page exhibits mild Windows bias, primarily through frequent references to PowerShell and the Azure portal as the main tools for configuration and management tasks. PowerShell is mentioned as a method for enabling/disabling features and configuring route filters, sometimes before or instead of Azure CLI or REST API. There are no explicit Linux/macOS-specific examples, and Windows-centric tools are referenced more often than cross-platform alternatives. However, most tasks can be completed using Azure CLI or REST API, which are cross-platform, and the documentation does mention these alternatives in some places.
Recommendations
  • Provide Azure CLI examples alongside PowerShell for all configuration tasks, especially for enabling/disabling features and managing route filters.
  • Explicitly mention that Azure CLI and REST API are cross-platform and suitable for Linux/macOS users.
  • Where PowerShell is referenced, add equivalent Azure CLI commands or links to CLI documentation.
  • Consider adding a section or note clarifying tool parity for Linux/macOS users.
  • Avoid listing PowerShell or Windows tools first unless they are the only option.
Expressroute Azure ExpressRoute: Configure Global Reach using the Azure portal ...essroute/expressroute-howto-set-global-reach-portal.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Windows First
Summary
The documentation page is focused exclusively on using the Azure portal (web interface) for configuration, which is cross-platform. However, the only mention of a command-line tool is Azure PowerShell, referenced in the 'Before you begin' section, with no mention of Azure CLI or Linux/macOS alternatives. This subtly prioritizes Windows tooling and may suggest to users that PowerShell is required, even though Azure CLI is available and cross-platform.
Recommendations
  • In the 'Before you begin' section, mention Azure CLI as an alternative to Azure PowerShell for users on Linux/macOS.
  • Clarify that all portal-based instructions are platform-agnostic and accessible from any OS with a supported browser.
  • Where command-line tools are referenced, provide both Azure PowerShell and Azure CLI options, or link to relevant cross-platform documentation.
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page demonstrates a mild Windows bias. In the 'Next steps' selector, PowerShell is listed before Azure CLI, and the PowerShell link is duplicated for both Resource Manager and Classic, while Bash/Linux shell is only represented by Azure CLI. In the certificate generation section, the OpenSSL commands use the Windows-style 'openssl.exe' invocation, which may confuse Linux/macOS users. No explicit Linux/macOS examples or screenshots are provided, and there is no mention of platform-specific differences or guidance for non-Windows users.
Recommendations
  • List Azure CLI before PowerShell in selector menus to avoid Windows-first impression.
  • Provide explicit Linux/macOS shell examples (e.g., use 'openssl' instead of 'openssl.exe') and clarify that commands work on all platforms.
  • Include screenshots or notes indicating that the Azure portal is platform-agnostic.
  • Add a short section or note confirming that all steps can be performed from Linux/macOS, and highlight any platform-specific caveats if present.
Expressroute Quickstart: Create an ExpressRoute circuit and virtual network gateway with Terraform ...route/quickstart-create-expressroute-vnet-terraform.md
Low Priority View Details →
Scanned: 2026-01-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for verifying results, but the PowerShell tab is present and detailed, which is primarily a Windows tool. The Azure CLI examples are cross-platform, but PowerShell is given equal prominence, potentially suggesting Windows as a first-class environment. No Linux/macOS-specific instructions, troubleshooting, or considerations are mentioned, and no explicit Linux shell examples (e.g., bash, zsh) are shown beyond the CLI. There is no evidence of Windows-only tools or missing Linux examples, but the presence and parity of PowerShell may create mild friction for non-Windows users.
Recommendations
  • Clarify that Azure CLI commands work on Linux/macOS and Windows equally.
  • Consider listing Azure CLI examples first, as it is cross-platform.
  • Add a note for Linux/macOS users confirming full support and any OS-specific considerations.
  • If possible, provide troubleshooting tips for Linux/macOS environments.
  • Explicitly mention that PowerShell examples are for Windows users, and that CLI is recommended for Linux/macOS.