41
Total Pages
10
Linux-Friendly Pages
31
Pages with Bias
75.6%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

222 issues found
Showing 151-175 of 222 flagged pages
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/whats-new.md ...ocs/azure-docs/blob/main/articles/bastion/whats-new.md
Medium Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page lists new features for Azure Bastion, but the RDP (Windows) feature and its Microsoft Entra ID support are described and linked before the SSH (Linux) equivalent. The RDP (Windows) feature is presented first in the release table, and the SSH (Linux) feature is listed later. There are no explicit Linux command examples or Linux-specific tools mentioned, and the documentation does not provide parity in example depth or order for Linux users.
Recommendations
  • Present SSH (Linux) and RDP (Windows) features together or alternate their order to avoid implicit prioritization.
  • Ensure that feature descriptions and links for Linux (SSH) are as detailed and prominent as those for Windows (RDP).
  • Include Linux-specific examples, commands, or tools where relevant, especially in feature descriptions and quickstart guides.
  • Add a section or table column indicating OS applicability (Windows/Linux) to clarify parity and coverage.
  • Review related linked documentation to ensure Linux users have clear, direct guidance equivalent to Windows users.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/bastion-connect-vm-linux-rdp.md .../main/articles/bastion/bastion-connect-vm-linux-rdp.md
Medium Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Missing Linux Example
Summary
The documentation page discusses connecting to a Linux VM using RDP via Azure Bastion, but it exhibits bias by focusing on RDP—a protocol and workflow traditionally associated with Windows environments. It requires installation of xrdp (a Windows-compatible RDP server for Linux) and does not provide alternative Linux-native remote desktop solutions or examples. There are no examples or mentions of connecting via SSH (the default for Linux) or using Linux-native tools, and the documentation does not address Linux-specific workflows or troubleshooting beyond xrdp installation.
Recommendations
  • Provide examples and guidance for connecting to Linux VMs using SSH via Azure Bastion, which is the default and most secure method for Linux administration.
  • Include alternative Linux remote desktop solutions, such as VNC, and explain their configuration and use with Azure Bastion.
  • Offer troubleshooting steps and best practices for xrdp on various Linux distributions, including common issues and their resolutions.
  • Clarify the limitations and trade-offs of using RDP/xrdp on Linux compared to SSH or other remote desktop protocols.
  • Ensure parity in documentation by presenting Linux-native workflows and tools before or alongside Windows-centric approaches.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/bastion-faq.md ...s/azure-docs/blob/main/articles/bastion/bastion-faq.md
Medium Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page for Azure Bastion FAQ demonstrates a Windows bias in several areas. Browser recommendations are Windows-centric, with Windows mentioned first and Linux omitted entirely. Keyboard layout configuration instructions are provided only for Windows workstations, with no guidance for Linux users. There are no examples or instructions specific to Linux, such as how to set keyboard layouts or use native SSH/RDP clients on Linux. References to VM login via Microsoft Entra ID link only to Windows VM documentation, with no mention of Linux VM authentication.
Recommendations
  • Include Linux-specific instructions and examples alongside Windows ones, such as how to set keyboard layouts on popular Linux distributions.
  • Mention supported browsers on Linux and provide parity in browser recommendations.
  • Provide links and documentation for logging into Linux VMs using Microsoft Entra ID, if supported.
  • When describing native client usage, include examples for Linux SSH/RDP clients.
  • Ensure that all instructions and feature descriptions are platform-neutral or offer guidance for both Windows and Linux users.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/quickstart-deploy-terraform.md ...b/main/articles/bastion/quickstart-deploy-terraform.md
Medium Priority View Details →
Scanned: 2026-01-09 00:34
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 given equal prominence to the CLI, and PowerShell is a Windows-centric tool. There are no Linux-specific shell examples (e.g., Bash), nor is there mention of Linux tools or patterns. The CLI commands are cross-platform, but the presence and parity of PowerShell examples may signal a slight Windows bias, especially since no Linux/Bash-specific instructions or troubleshooting are provided.
Recommendations
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide Bash-specific instructions if needed.
  • Add a Bash shell tab or section for verification steps, showing how to run the CLI commands in a Linux environment.
  • Clarify that PowerShell is optional and primarily for Windows users, and suggest alternatives for Linux/macOS users.
  • Include troubleshooting tips or links for Linux users running Terraform and Azure CLI.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/quickstart-host-arm-template.md .../main/articles/bastion/quickstart-host-arm-template.md
Medium Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page demonstrates Windows bias primarily in the 'Next steps' section, where only Windows virtual machine creation and Windows RDP connection guides are linked. There are no Linux VM creation or SSH connection examples or references, and no Linux-specific instructions or parity in the workflow. The main deployment flow is platform-neutral (using the Azure portal and ARM templates), but the follow-up guidance is Windows-centric.
Recommendations
  • Add links to Linux VM creation guides in the 'Next steps' section, such as 'Quickstart: Create a Linux virtual machine in the Azure portal'.
  • Include instructions or links for connecting to Linux VMs via SSH using Azure Bastion.
  • Ensure examples and screenshots illustrate both Windows and Linux scenarios where relevant.
  • Review other related documentation to ensure Linux users are equally supported in Bastion deployment and usage workflows.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/session-recording.md ...e-docs/blob/main/articles/bastion/session-recording.md
Medium Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page demonstrates Windows bias by exclusively referencing Azure portal workflows and VM connections without mentioning Linux-specific scenarios, tools, or command-line examples. There are no Linux or cross-platform CLI instructions, nor any mention of Linux VM peculiarities, and the workflow assumes a graphical interface typical of Windows environments.
Recommendations
  • Add instructions for enabling and configuring Bastion session recording using Azure CLI and/or PowerShell, with explicit Linux shell examples.
  • Include guidance for connecting to Linux VMs via Bastion and any differences in session recording behavior.
  • Provide screenshots or walkthroughs for Linux users, such as using Azure Cloud Shell or terminal-based workflows.
  • Clarify whether session recording supports SSH sessions to Linux VMs and document any limitations or configuration steps specific to Linux.
  • Ensure parity in examples and terminology, referencing both Windows and Linux environments where relevant.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/upgrade-sku.md ...s/azure-docs/blob/main/articles/bastion/upgrade-sku.md
Medium Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation exclusively describes SKU viewing and upgrade procedures using the Azure portal GUI, which is a cross-platform web interface but is most commonly associated with Windows workflows. There are no command-line examples (such as Azure CLI, Bash, or PowerShell), nor are Linux-specific tools or patterns mentioned. The absence of CLI instructions or references to Linux environments may disadvantage users who prefer or require automation or non-GUI workflows, which are more common in Linux environments.
Recommendations
  • Add Azure CLI examples for viewing and upgrading Bastion SKUs, as the CLI is cross-platform and widely used in Linux environments.
  • Include Bash script snippets for common tasks, such as subnet creation and SKU upgrades.
  • Explicitly mention that all steps can be performed from any OS via the portal, but highlight CLI alternatives for users who prefer non-GUI workflows.
  • Provide PowerShell examples only alongside equivalent Azure CLI/Bash examples to ensure parity.
  • Consider a section comparing GUI and CLI methods, noting advantages for automation and scripting in Linux environments.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/vm-about.md ...Docs/azure-docs/blob/main/articles/bastion/vm-about.md
Medium Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page demonstrates Windows bias by referencing Windows-specific features and examples before Linux equivalents. For instance, the copy/paste feature explicitly links to 'Copy and paste - Windows VMs' without mentioning Linux VM support or providing a parallel example. The page also highlights RDP (a Windows protocol) and Entra ID authentication for RDP connections, with no mention of SSH or Linux authentication methods in the same context. There is a lack of Linux-specific guidance or parity in examples and links.
Recommendations
  • Add explicit examples and documentation links for Linux VM scenarios, such as SSH connections, copy/paste functionality, and file transfer.
  • Ensure that features like copy/paste and file transfer reference both Windows and Linux VMs, with clear instructions for each.
  • Mention Linux authentication methods (e.g., SSH key-based authentication) alongside Windows/Entra ID authentication.
  • Provide parity in documentation structure, so that Linux tools and workflows are described with equal prominence and detail as Windows ones.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/vnet-peering.md .../azure-docs/blob/main/articles/bastion/vnet-peering.md
Medium Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page demonstrates Windows bias by linking to a Windows VM creation guide and an RDP connection guide for Windows VMs, without providing equivalent Linux VM creation or SSH connection examples. This prioritizes Windows workflows and omits Linux-specific guidance.
Recommendations
  • Include links to Linux VM creation documentation alongside Windows VM creation links.
  • Provide examples and guides for connecting to Linux VMs via SSH through Azure Bastion, in addition to RDP/Windows examples.
  • Ensure that connection instructions and references cover both Windows and Linux scenarios equally, ideally presenting them in parallel or with equal prominence.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/vnet-peering.md .../azure-docs/blob/main/articles/bastion/vnet-peering.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 by referencing Windows virtual machines before Linux equivalents and linking only to Windows VM creation guides. There are no Linux-specific examples or instructions, and connection steps reference Windows-centric guides.
Recommendations
  • Include links and examples for creating Linux virtual machines alongside Windows VM instructions.
  • Reference both Windows and Linux connection guides when describing how to connect to VMs via Azure Bastion.
  • Ensure that deployment and usage instructions are platform-neutral or provide parallel steps for both Windows and Linux environments.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/vm-about.md ...Docs/azure-docs/blob/main/articles/bastion/vm-about.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 by referencing Windows-specific features and examples before Linux equivalents. For instance, the 'Copy and paste' section links only to 'Copy and paste - Windows VMs' without mentioning Linux VM support or providing equivalent instructions. There is no explicit mention of Linux tools, patterns, or examples, and Windows terminology (RDP) is used more prominently than SSH or Linux-native methods.
Recommendations
  • Add parallel Linux VM documentation links and examples for features such as copy/paste, file transfer, and audio.
  • Ensure that references to connection methods (RDP/SSH) are balanced and that Linux SSH scenarios are described with equal detail.
  • Include explicit instructions or notes for Linux users wherever Windows-specific features are discussed.
  • Review linked articles to confirm Linux parity and update this overview page to reference both Windows and Linux guides side-by-side.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/bastion-vm-copy-paste.md ...cs/blob/main/articles/bastion/bastion-vm-copy-paste.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 exclusively discusses copying and pasting to and from Windows virtual machines via Azure Bastion. There are no references to Linux VMs, Linux-specific tools, or examples. All instructions, prerequisites, and screenshots are tailored to Windows environments, indicating a clear Windows-first bias and a lack of Linux parity.
Recommendations
  • Add equivalent instructions and examples for Linux virtual machines, including any differences in clipboard behavior or limitations.
  • Include screenshots or tool palette usage for Linux VMs if the UI or workflow differs.
  • Explicitly mention any platform-specific caveats, such as differences in keyboard shortcuts or clipboard support between Windows and Linux.
  • Update the prerequisites section to reference both Windows and Linux VM scenarios.
  • Consider renaming the article or creating a parallel page for Linux VMs to ensure users of both platforms are supported.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/private-only-deployment.md .../blob/main/articles/bastion/private-only-deployment.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 provides step-by-step instructions for deploying Azure Bastion using the Azure portal UI, which is platform-agnostic. However, there are subtle signs of Windows bias: the instructions and screenshots reference the Azure portal interface, which is most commonly accessed from Windows environments, and there are no CLI (az), PowerShell, or Bash examples provided. There is no mention of Linux-specific tools, nor are Linux command-line deployment options discussed. The lack of parity in examples for Linux users (such as Azure CLI or Bash scripts) means Linux administrators may not have clear guidance for automating or scripting Bastion deployment.
Recommendations
  • Add Azure CLI (az) command examples for each deployment step, suitable for Linux/macOS users.
  • Include Bash script snippets for automating Bastion deployment.
  • If PowerShell examples are added, ensure equivalent Bash/Azure CLI examples are provided.
  • Explicitly mention that the Azure portal can be accessed from any OS, and provide links to CLI documentation for cross-platform deployment.
  • Add a section comparing deployment methods (Portal, PowerShell, Azure CLI) and their OS compatibility.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/bastion-connect-vm-linux-rdp.md .../main/articles/bastion/bastion-connect-vm-linux-rdp.md
Medium Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Missing Linux Example
Summary
The documentation page demonstrates mild Windows bias by requiring the use of RDP (a protocol traditionally associated with Windows) to connect to Linux VMs, and referencing xrdp (a Windows-compatible remote desktop server for Linux) as the only method. There are no examples or mentions of native Linux remote access tools (such as SSH or VNC), nor are Linux-specific connection patterns discussed. The documentation does not provide Linux command-line examples for installing or configuring xrdp, nor does it mention alternative Linux remote desktop solutions.
Recommendations
  • Provide examples of connecting to Linux VMs using native Linux tools (e.g., SSH, VNC) alongside RDP.
  • Include Linux command-line instructions for installing and configuring xrdp.
  • Mention alternative Linux remote desktop solutions and clarify when RDP/xrdp is preferable.
  • Discuss authentication options beyond username/password, such as SSH keys, if supported.
  • Ensure parity in troubleshooting and configuration guidance for Linux users.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/quickstart-deploy-terraform.md ...b/main/articles/bastion/quickstart-deploy-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 results, but the PowerShell tab is given equal prominence to the CLI tab, and PowerShell is a Windows-centric tool. There are no explicit Linux shell examples (e.g., bash, zsh), nor is there mention of Linux-specific patterns or tools. The CLI examples are generic and cross-platform, but the presence of PowerShell examples may suggest a slight Windows bias, especially for users who expect Linux-first guidance in cloud automation contexts.
Recommendations
  • Clarify that Azure CLI commands work on Windows, macOS, and Linux, and provide explicit bash/zsh examples where relevant.
  • Consider listing Azure CLI (bash) examples before PowerShell examples, as CLI is more cross-platform.
  • Add notes or tabs for Linux shell usage, especially for environment variable assignment and command syntax differences.
  • Avoid assuming PowerShell usage unless specifically targeting Windows users; make Linux usage explicit in verification and scripting steps.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/session-recording.md ...e-docs/blob/main/articles/bastion/session-recording.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 exclusively on Azure portal-based configuration and session recording for Bastion, with no mention of Linux-specific workflows, tools, or examples. There is no reference to Linux clients, SSH session recording, or command-line alternatives (such as Azure CLI or Bash scripts), and all instructions are oriented around graphical portal steps, which are more familiar to Windows users. The absence of Linux/SSH-specific guidance or parity in examples constitutes a Windows-first and missing Linux example bias.
Recommendations
  • Add explicit instructions for enabling and configuring Bastion session recording for SSH (Linux) sessions, including any differences in prerequisites or limitations.
  • Provide examples for managing Bastion session recording using Azure CLI and Bash scripts, not just portal-based workflows.
  • Include guidance for Linux administrators on viewing and managing session recordings, such as using az CLI, REST API, or other non-portal tools.
  • Clarify whether session recording supports both RDP (Windows) and SSH (Linux) sessions, and document any feature gaps.
  • Add troubleshooting and FAQ sections relevant to Linux users and SSH scenarios.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/bastion-sku-comparison.md ...s/blob/main/articles/bastion/bastion-sku-comparison.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 presents VM connectivity options with Windows RDP listed before Linux SSH and RDP, and Windows SSH connectivity only available in higher SKUs. There are no explicit usage examples or command-line instructions for either Windows or Linux, but the feature tables and descriptions consistently mention Windows connectivity (RDP, SSH) before Linux equivalents, and do not provide parity in protocol support (e.g., Linux RDP is only supported in Standard/Premium SKUs, while Windows RDP is supported in all SKUs). There are no Linux-specific tools or workflows highlighted, and the documentation does not offer Linux-centric guidance or examples.
Recommendations
  • Ensure feature tables and descriptions list Linux and Windows connectivity options with equal prominence, alternating order or grouping by protocol rather than OS.
  • Provide explicit examples or references for connecting to both Linux and Windows VMs, including command-line instructions for SSH (Linux) and RDP (Windows), and highlight cross-platform tools (e.g., Azure CLI, native SSH clients).
  • Clarify protocol support parity, explaining why Linux RDP and Windows SSH are only available in higher SKUs, and offer guidance or alternatives for Linux users in lower SKUs.
  • Add links to Linux-specific documentation or tutorials for remote access via Azure Bastion, ensuring Linux administrators have clear guidance.
  • Review and update any upgrade or deployment instructions to include both Windows and Linux scenarios, avoiding implicit prioritization of Windows workflows.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/bastion-faq.md ...s/azure-docs/blob/main/articles/bastion/bastion-faq.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 a Windows bias in several areas. Browser recommendations mention Windows first and provide detailed instructions for configuring keyboard layouts specifically on Windows, with no equivalent guidance for Linux systems. There are no Linux-specific examples or instructions for common administrative tasks, such as setting keyboard layouts or connecting via SSH/RDP from Linux clients. The documentation assumes Windows as the default environment for many user actions.
Recommendations
  • Add Linux-specific instructions and examples alongside Windows ones, such as configuring keyboard layouts on popular Linux desktop environments (e.g., GNOME, KDE).
  • Include browser recommendations for Linux users, specifying supported browsers and any known issues.
  • Provide guidance for connecting to Azure Bastion from Linux clients using native SSH/RDP tools, including file transfer methods.
  • Ensure parity in troubleshooting steps and permissions explanations for both Windows and Linux environments.
  • Review all sections for implicit Windows-first assumptions and update language to be platform-neutral or explicitly inclusive of Linux.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/secure-bastion.md ...zure-docs/blob/main/articles/bastion/secure-bastion.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 a Windows bias by referencing RDP and Windows-specific authentication features (e.g., Kerberos) before mentioning SSH and Linux equivalents. Examples and guidance for connecting to Windows VMs (RDP, Kerberos) are more detailed, while Linux-specific instructions are referenced only as links and not described inline. There is a lack of explicit Linux tooling or SSH-focused examples, and Windows terminology (RDP, Kerberos, domain-joined) is prioritized throughout the text.
Recommendations
  • Provide explicit SSH and Linux VM connection examples alongside RDP/Windows instructions, not just as external links.
  • Include details on Linux authentication methods (e.g., SSH key management, PAM integration) in the main text.
  • Balance references to Windows-specific tools (Kerberos, domain-joined) with Linux equivalents (e.g., LDAP, SSH hardening).
  • Ensure parity in session management, monitoring, and logging examples for both RDP (Windows) and SSH (Linux) sessions.
  • Use neutral language when describing features (e.g., 'RDP and SSH connectivity' instead of 'RDP connectivity'), and avoid prioritizing Windows terminology.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/quickstart-host-arm-template.md .../main/articles/bastion/quickstart-host-arm-template.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 in the 'Next steps' section, where only Windows virtual machine creation and RDP connection guides are linked. There are no Linux VM examples or SSH connection instructions, and the workflow assumes Windows usage patterns. The page does not mention Linux tools or provide parity for Linux users.
Recommendations
  • Add links to equivalent Linux VM quickstart guides (e.g., 'Quickstart: Create a Linux virtual machine in the Azure portal').
  • Include instructions or links for connecting to Linux VMs via SSH using Azure Bastion.
  • Ensure examples and screenshots reflect both Windows and Linux scenarios where applicable.
  • Explicitly mention that Azure Bastion supports both RDP (Windows) and SSH (Linux) connections, and provide guidance for each.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/troubleshoot.md .../azure-docs/blob/main/articles/bastion/troubleshoot.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 provides a Windows-specific troubleshooting section (domain-joined VM sign-in) without a corresponding Linux example or guidance for Linux VMs. The only explicit OS example is for Windows, and Linux troubleshooting scenarios (such as SSH authentication issues, domain integration, or file transfer specifics) are not addressed. The SSH key generation example uses a Linux shell, but the troubleshooting focus and examples are Windows-centric.
Recommendations
  • Add troubleshooting guidance for Linux VMs, such as common SSH authentication issues, domain integration (e.g., with LDAP or Azure AD), and file transfer specifics for Linux.
  • Include examples for both Windows and Linux in sections discussing VM connectivity, domain join, and file transfer.
  • Ensure parity in troubleshooting scenarios by providing Linux equivalents wherever Windows-specific advice is given.
  • Explicitly mention any differences in Bastion behavior or requirements for Linux VMs (e.g., SSH key formats, file transfer limitations, etc.).
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/vm-about.md ...Docs/azure-docs/blob/main/articles/bastion/vm-about.md
Medium Priority View Details →
Scanned: 2026-01-06 18:15
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation page demonstrates Windows bias by referencing Windows-specific features and examples before Linux equivalents. For instance, the copy/paste section links only to 'Copy and paste - Windows VMs', with no mention of Linux VM support or guidance. There is also a general lack of explicit Linux examples or parity in feature descriptions, suggesting Windows is the primary platform considered.
Recommendations
  • Add equivalent documentation and links for Linux VM features, such as copy/paste functionality for Linux VMs.
  • Ensure that examples and feature descriptions mention both Windows and Linux platforms where applicable.
  • Where features differ between Windows and Linux, provide clear guidance and links for both.
  • Review linked articles (e.g., for file transfer, audio) to confirm Linux support is documented and referenced from this page.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/private-only-deployment.md .../blob/main/articles/bastion/private-only-deployment.md
Medium Priority View Details →
Scanned: 2026-01-06 18:15
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation exclusively describes deployment using the Azure portal UI, which is platform-agnostic, but does not provide any command-line examples. There is no mention of PowerShell, Azure CLI, or any OS-specific tools. However, the lack of CLI examples means that users who prefer or require Linux-based workflows (e.g., Azure CLI on Bash) are not served. The documentation implicitly assumes a graphical workflow, which is more common on Windows, and does not address Linux parity or automation scenarios.
Recommendations
  • Add Azure CLI command examples for deploying Bastion in private-only mode, suitable for Linux/macOS users.
  • If PowerShell examples are added in the future, ensure Azure CLI (Bash) equivalents are provided and presented with equal prominence.
  • Explicitly mention that the Azure portal is accessible from any OS, and link to CLI-based documentation for users who prefer command-line automation.
  • Include a section on automating Bastion deployment using scripts, with examples for both PowerShell and Bash/Azure CLI.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/bastion-vm-copy-paste.md ...cs/blob/main/articles/bastion/bastion-vm-copy-paste.md
Medium Priority View Details →
Scanned: 2026-01-06 18:15
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation exclusively discusses copying and pasting to and from Windows virtual machines, with no mention of Linux VMs or their specific requirements. All examples, prerequisites, and instructions are tailored to Windows, potentially excluding users who need guidance for Linux VM scenarios.
Recommendations
  • Add a dedicated section for Linux VMs, outlining any differences in clipboard support or configuration when using Azure Bastion.
  • Include Linux-specific examples and instructions, such as how to copy and paste in common Linux desktop environments (e.g., GNOME, KDE) or terminal sessions.
  • Clarify whether the Bastion clipboard feature works identically for Linux VMs, and note any limitations or additional steps required.
  • Ensure parity in screenshots and tool references, showing the experience on both Windows and Linux VMs.
Bastion https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/bastion/vm-about.md ...Docs/azure-docs/blob/main/articles/bastion/vm-about.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, particularly in the 'Copy and paste' section, which explicitly references only Windows VMs and links to a Windows-specific guide. There is no mention of Linux VMs or examples for Linux users in this context. Other sections are more neutral, but the lack of Linux parity in key feature explanations is notable.
Recommendations
  • Include equivalent documentation and examples for Linux VMs, especially for features like copy/paste and file transfer.
  • Update references and links to cover both Windows and Linux scenarios, or clarify if a feature is not supported on Linux.
  • Where features differ between platforms, provide side-by-side instructions or a comparison table.
  • Ensure that introductory text and feature descriptions do not assume a Windows environment by default.