73
Total Pages
24
Linux-Friendly Pages
49
Pages with Bias
67.1%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

323 issues found
Showing 226-250 of 323 flagged pages
DNS Tutorial: Create an alias record to refer to a resource record in a zone ...azure-docs/blob/main/articles/dns/tutorial-alias-rr.md
Medium Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation demonstrates a bias towards Windows environments by exclusively referencing the use of 'nslookup' from a 'command prompt' to test DNS records, without mentioning Linux or cross-platform alternatives. There are no examples or instructions for performing equivalent tasks on Linux or macOS systems, nor is there mention of Linux-specific tools or shell environments.
Recommendations
  • Include Linux/macOS instructions for testing DNS records, such as using 'dig' or 'nslookup' from a Bash shell.
  • Clarify that 'nslookup' is available on multiple platforms, and provide example commands for Linux and macOS.
  • Add screenshots or terminal output examples from Linux environments.
  • Use neutral terminology like 'terminal' or 'shell' instead of 'command prompt' to avoid Windows-centric language.
  • Mention installation steps for DNS tools on Linux if needed (e.g., 'sudo apt install dnsutils').
DNS Tutorial: Create an Azure child DNS zone ...b/main/articles/dns/tutorial-public-dns-zones-child.md
Medium Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation exclusively uses the Azure portal UI for all instructions and examples, which is platform-agnostic but implicitly favors Windows users due to the historical association of the Azure portal with Windows environments. There are no command-line examples (such as Azure CLI, PowerShell, or Bash), nor are Linux-specific workflows, tools, or patterns mentioned. This omission may disadvantage Linux users who prefer or require command-line automation or non-GUI access.
Recommendations
  • Add Azure CLI examples for all major steps (creating child DNS zones, verifying NS delegation, cleaning up resources), as Azure CLI is cross-platform and widely used by Linux users.
  • If PowerShell examples are added, ensure Bash equivalents are provided and shown side-by-side or with equal prominence.
  • Explicitly mention that all steps can be performed from any OS via the portal, but provide links or sections for command-line alternatives.
  • Include a note or section on automating these tasks using scripts for Linux environments, referencing Azure CLI documentation.
  • Consider adding troubleshooting steps or tips relevant to Linux users, such as DNS verification using dig/nslookup from the shell.
DNS Tutorial: Create an Azure DNS alias record to refer to an Azure public IP address ...zure-docs/blob/main/articles/dns/tutorial-alias-pip.md
Medium Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The tutorial exclusively uses Windows Server for the VM example, including IIS installation and RDP instructions. There are no Linux VM examples, nor instructions for deploying a Linux-based web server (e.g., Apache, Nginx) or connecting via SSH. All screenshots and steps are Windows-centric, which may exclude Linux users or suggest Windows is the default/only option.
Recommendations
  • Add parallel instructions for creating a Linux VM (e.g., Ubuntu) and installing a web server such as Apache or Nginx.
  • Include SSH connection steps for Linux VMs, mirroring the RDP steps for Windows.
  • Provide screenshots and command examples for Linux environments.
  • Explicitly mention that either Windows or Linux VMs can be used for this scenario.
  • Where possible, use neutral language and examples that apply to both platforms, or clearly indicate platform-specific steps.
DNS Tutorial: Create an alias record to support apex domain name with Traffic Manager ...azure-docs/blob/main/articles/dns/tutorial-alias-tm.md
Medium Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The tutorial exclusively uses Windows Server virtual machines and IIS for the web server examples, with no mention of Linux-based alternatives (e.g., Ubuntu, Apache, Nginx). All instructions for VM creation, web server setup, and testing are tailored to Windows, and there are no Linux equivalents or cross-platform notes. This demonstrates a 'windows_first' and 'missing_linux_example' bias.
Recommendations
  • Include parallel instructions for creating Linux-based VMs (e.g., Ubuntu) and installing a web server such as Apache or Nginx.
  • Provide CLI commands for Linux (e.g., SSH access, apt install apache2/nginx) alongside the Windows RDP/IIS steps.
  • Add screenshots and configuration steps for Linux web server setup and verification.
  • Explicitly state that either Windows or Linux VMs can be used, and link to documentation for both.
  • Ensure that DNS label and Traffic Manager steps reference both Windows and Linux VM scenarios.
DNS Quickstart: Create an Azure DNS zone and record - Bicep ...e-docs/blob/main/articles/dns/dns-get-started-bicep.md
Medium Priority View Details →
Scanned: 2026-01-10 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 deployment, validation, and cleanup steps. However, PowerShell is presented as an equal alternative to Azure CLI, despite being primarily a Windows tool. There is no mention of Linux-specific shell environments or considerations, and PowerShell examples are given alongside CLI examples without clarifying platform differences. No Linux-specific tools or patterns are discussed.
Recommendations
  • Clarify that Azure CLI commands work natively on Linux, macOS, and Windows, while PowerShell is primarily a Windows tool (though cross-platform PowerShell exists).
  • Add notes or tabs for Bash shell usage on Linux/macOS, especially for users who may not use PowerShell.
  • Consider including example commands using Bash or other common Linux shells to demonstrate parity.
  • Explicitly mention platform compatibility for each tool, helping users choose the best option for their OS.
  • If PowerShell is included, note that it is available cross-platform but is most commonly used on Windows.
DNS Quickstart: Create an Azure DNS Private Resolver - Azure Resource Manager template (ARM template) ...icles/dns/dns-private-resolver-get-started-template.md
Medium Priority View Details →
Scanned: 2026-01-10 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 PowerShell examples for deploying the ARM template, but PowerShell is given its own dedicated tab and is presented immediately after the CLI example. There are no explicit Linux shell (bash) examples, nor is there mention of Linux-specific tools or workflows. The validation steps focus on the Azure Portal UI, which is platform-neutral, but the deployment instructions show a slight Windows bias by featuring PowerShell prominently and not providing parity for Linux users beyond the CLI.
Recommendations
  • Add explicit Bash shell examples for Linux users alongside the Azure CLI and PowerShell tabs.
  • Clarify that Azure CLI commands can be run on Windows, Linux, and macOS, and provide any necessary platform-specific notes (e.g., environment variable syntax differences).
  • Consider reordering or equally presenting deployment options (CLI, PowerShell, Bash) to avoid implying a Windows-first workflow.
  • If PowerShell is presented, mention that PowerShell Core is available cross-platform, and provide instructions for Linux/macOS installation if relevant.
DNS What is autoregistration feature in Azure DNS private zones? ...blob/main/articles/dns/private-dns-autoregistration.md
Medium Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation page demonstrates Windows bias by listing Azure PowerShell before Azure CLI in the 'Next steps' section, suggesting a preference for Windows-centric tooling. There are no Linux-specific examples or references, and the only tool mentioned first is PowerShell, which is traditionally associated with Windows environments.
Recommendations
  • List Azure CLI before Azure PowerShell in examples and links, as CLI is cross-platform and more commonly used on Linux.
  • Explicitly mention that both Azure CLI and PowerShell are available on Windows, Linux, and macOS to avoid platform assumptions.
  • Provide Linux-specific usage notes or examples where relevant, such as shell commands for DNS troubleshooting.
  • Ensure screenshots and UI references do not imply a Windows-only environment (e.g., avoid showing Windows-specific UI elements if not necessary).
DNS Tutorial: Host your domain in Azure DNS ...lob/main/articles/dns/dns-delegate-domain-azure-dns.md
Medium Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation provides command-line verification instructions using nslookup, but refers only to a 'command prompt' without specifying platform. While nslookup is available on both Windows and Linux, the phrase 'command prompt' and lack of explicit Linux or cross-platform instructions suggest a Windows-first approach. No Linux-specific examples, terminal references, or alternative tools (e.g., dig) are mentioned.
Recommendations
  • Explicitly mention that nslookup commands work on both Windows and Linux, and provide instructions for running them in a Linux terminal.
  • Include Linux-specific terminology (e.g., 'open a terminal') alongside 'command prompt'.
  • Offer alternative Linux tools such as 'dig' for DNS verification, with example commands.
  • Add a note clarifying cross-platform availability of the tools used in the tutorial.
Medium Priority View Details →
Scanned: 2026-01-10 00:00
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 providing command-line testing instructions exclusively using 'nslookup' from a 'command prompt', which is a Windows-centric term. There are no Linux or cross-platform CLI examples (such as using 'dig' or specifying Linux/macOS terminal usage). Additionally, the only alternative automation mentioned is Azure PowerShell, with no reference to Azure CLI or other Linux-friendly tools.
Recommendations
  • Include Linux/macOS terminal instructions alongside Windows command prompt steps, e.g., show how to use 'dig' and 'nslookup' from a Bash shell.
  • Replace or supplement 'command prompt' terminology with 'terminal' or 'shell' to be platform-neutral.
  • Add Azure CLI examples for subdomain delegation, not just Azure PowerShell.
  • Explicitly state that the instructions apply to all platforms, or provide platform-specific sections where necessary.
DNS Quickstart: Create an Azure DNS Private Resolver using Terraform ...cles/dns/dns-private-resolver-get-started-terraform.md
Medium Priority View Details →
Scanned: 2026-01-10 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 given equal prominence to CLI, and PowerShell is a Windows-centric tool. There are no explicit Linux shell examples (e.g., bash), nor is there mention of Linux-specific tools or patterns. The CLI examples are generic, but the presence of PowerShell examples and variables in PowerShell syntax may signal a slight Windows bias.
Recommendations
  • Add explicit bash/Linux shell examples alongside CLI and PowerShell, including variable assignment and command usage.
  • Clarify that Azure CLI commands work cross-platform (Windows, Linux, macOS) and provide shell-specific guidance if needed.
  • If PowerShell is included, consider also including bash or zsh equivalents for variable assignment and scripting.
  • Note in the prerequisites or introduction that all steps can be performed on Linux, macOS, or Windows, and highlight any OS-specific considerations.
DNS Quickstart: Use Terraform to configure private DNS zones in Azure ...s/blob/main/articles/dns/dns-private-zone-terraform.md
Medium Priority View Details →
Scanned: 2026-01-10 00:00
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 exclusively creating Windows virtual machines in the Terraform example and omitting any mention or example of Linux VM creation. Additionally, the customer intent and checklist focus solely on Windows VMs, with no Linux alternatives or parity. While Azure CLI and PowerShell verification steps are provided, there is no explicit Linux shell or Bash example for VM management or DNS verification.
Recommendations
  • Add examples and instructions for creating Linux virtual machines alongside Windows VMs in the Terraform code and checklist.
  • Update the customer intent and checklist to mention both Windows and Linux VM scenarios.
  • Include Linux/Bash shell commands for resource verification, especially for VM and DNS zone management.
  • Provide guidance on choosing between Windows and Linux VMs based on user needs.
  • Ensure that all steps (creation, verification, cleanup) have Linux-equivalent instructions or examples.
DNS Fallback to internet for Azure Private DNS zones ...re-docs/blob/main/articles/dns/private-dns-fallback.md
Medium Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First 🔧 Windows Tools
Summary
The documentation page demonstrates a Windows bias by consistently presenting command-line examples using Windows tools (cmd.exe, nslookup, dig) with Windows-style prompts (C:\>), and referencing command prompt usage. There are no explicit Linux shell examples (e.g., bash, terminal), nor is there mention of Linux-specific DNS tools or instructions for running equivalent commands on Linux VMs. The screenshots and step-by-step instructions implicitly assume a Windows environment, which may disadvantage Linux users.
Recommendations
  • Include Linux shell examples alongside Windows ones, such as using $ dig ... or $ nslookup ... in a bash terminal.
  • Explicitly mention that the DNS query steps can be performed on both Windows and Linux VMs, and provide instructions for both environments.
  • Add notes about installing dig/nslookup on Linux distributions if not present by default.
  • Use neutral prompts (e.g., $ for bash, or specify both C:\> and $) in command examples.
  • Where screenshots or instructions reference Windows-specific UI elements, clarify Linux equivalents or note platform differences.
DNS Import and export a domain zone file for Azure private DNS - Azure CLI ...cs/blob/main/articles/dns/private-dns-import-export.md
Medium Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First 🔧 Windows Tools
Summary
The documentation mentions Windows DNS before BIND when describing how to obtain an existing DNS zone file, and provides specific details about the Windows DNS file location and GUI path. BIND (the most common Linux DNS server) is mentioned second and less prominently. No Linux-specific tools or commands are demonstrated, and nslookup (cross-platform) is used for verification, but no Linux-specific verification methods (e.g., dig) are shown.
Recommendations
  • Mention BIND before Windows DNS when describing how to obtain zone files, since BIND is more common in cross-platform and Linux environments.
  • Provide the typical Linux file path for BIND zone files (e.g., /etc/bind/).
  • Include Linux-specific verification commands such as 'dig' alongside 'nslookup'.
  • Clarify that Azure CLI commands are identical on Linux, Mac, and Windows, and show sample commands in a Linux shell (e.g., bash) as well as Windows.
  • Add a note or section on file permissions and access considerations for Linux users when handling zone files.
DNS What is a virtual network link subresource of Azure DNS private zones ...main/articles/dns/private-dns-virtual-network-links.md
Medium Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation page demonstrates a mild Windows bias by listing Azure PowerShell before Azure CLI in the 'Next steps' section when describing how to create a private DNS zone. This ordering may suggest a preference for Windows-centric tooling. There are no explicit Linux examples, nor are Linux-specific tools or patterns mentioned. However, Azure CLI is referenced, which is cross-platform, partially mitigating the bias.
Recommendations
  • List Azure CLI before Azure PowerShell to signal cross-platform parity.
  • Explicitly mention that Azure CLI works on Linux, macOS, and Windows.
  • Provide examples or links for using Azure CLI on Linux environments.
  • Add a note clarifying that all operations can be performed from Linux, macOS, or Windows using Azure CLI.
  • Consider including Bash or shell script examples alongside PowerShell where relevant.
DNS Tutorial: Create an Azure DNS alias record to refer to an Azure public IP address ...zure-docs/blob/main/articles/dns/tutorial-alias-pip.md
Medium Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The tutorial exclusively uses Windows Server for the virtual machine example and provides step-by-step instructions for installing IIS on Windows. There are no examples or instructions for creating a Linux VM or installing a web server on Linux, nor are Linux tools or patterns mentioned. The documentation assumes the user will use Windows, which may exclude or inconvenience users who prefer or require Linux environments.
Recommendations
  • Add parallel instructions for creating a Linux-based virtual machine (e.g., Ubuntu) in Azure.
  • Include steps for installing a popular Linux web server (such as Apache or Nginx) on the Linux VM.
  • Provide screenshots or command-line examples for Linux VM setup and web server verification.
  • Explicitly mention that the alias record steps are OS-agnostic and can be used with both Windows and Linux VMs.
  • Consider reordering or presenting both Windows and Linux options side-by-side to avoid implicit prioritization of Windows.
DNS Tutorial: Create an alias record to support apex domain name with Traffic Manager ...azure-docs/blob/main/articles/dns/tutorial-alias-tm.md
Medium Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The tutorial exclusively uses Windows Server virtual machines and IIS for the web server setup, with all instructions and screenshots tailored to Windows environments. There are no examples or guidance for deploying Linux-based VMs or web servers (e.g., Apache, Nginx), nor are there any Linux-specific commands or screenshots. This creates a clear Windows bias and may exclude users who prefer or require Linux-based solutions.
Recommendations
  • Add parallel instructions for creating Linux virtual machines (e.g., Ubuntu) in Azure, including relevant portal settings.
  • Include steps for installing a web server on Linux (such as Apache or Nginx), with sample commands and screenshots.
  • Demonstrate how to edit the default web page on Linux (e.g., using nano or vim to edit /var/www/html/index.html).
  • Show how to test the web server on Linux (e.g., using curl or a browser).
  • Ensure that references to OS-specific steps (such as RDP for Windows) are matched with Linux equivalents (e.g., SSH).
  • Present both Windows and Linux options side-by-side or clearly indicate that either OS can be used, with links to both sets of instructions.
DNS Tutorial: Create an Azure child DNS zone ...b/main/articles/dns/tutorial-public-dns-zones-child.md
Medium Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation exclusively uses the Azure portal UI for all instructions and examples, which is platform-neutral in theory. However, there is a subtle Windows bias: the tutorial does not mention or provide examples for command-line or automation approaches (such as Azure CLI, PowerShell, or REST API), which are commonly used by both Windows and Linux users. Furthermore, when command-line tools are referenced in Azure DNS documentation, PowerShell is often prioritized or mentioned before Azure CLI, which is more cross-platform. In this page, there are no Linux-specific instructions, nor any mention of Azure CLI, Bash, or Linux shell usage, which may leave Linux users without guidance for non-portal workflows.
Recommendations
  • Add equivalent instructions for creating and managing child DNS zones using Azure CLI, which works on both Windows and Linux.
  • Include example commands for common Linux tools (e.g., dig, nslookup) to verify DNS records, in addition to portal screenshots.
  • Explicitly mention that all steps can be performed on any OS via the portal, but provide parity for users who prefer command-line or automation workflows.
  • If PowerShell examples are added in future, ensure Azure CLI or Bash equivalents are provided and presented with equal prominence.
DNS Tutorial: Create an alias record to refer to a resource record in a zone ...azure-docs/blob/main/articles/dns/tutorial-alias-rr.md
Medium Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Missing Linux Example
Summary
The documentation demonstrates a Windows bias by exclusively using Windows-centric tools and terminology. The only example for testing DNS records uses 'nslookup' from a 'command prompt', which is typically associated with Windows environments. There are no Linux-specific instructions or examples (such as using 'dig' or referencing a Linux shell), and the documentation does not mention how to perform these steps on Linux or macOS systems.
Recommendations
  • Include Linux/macOS equivalents for DNS testing, such as showing how to use 'dig' or 'host' commands.
  • Clarify that 'nslookup' is available on multiple platforms, but provide explicit instructions for both Windows (Command Prompt/PowerShell) and Linux/macOS (Terminal).
  • Add screenshots or terminal outputs from Linux/macOS environments where appropriate.
  • Use neutral terminology such as 'open a terminal' instead of 'open a command prompt', and specify platform-specific instructions where needed.
  • Consider a section or callout that highlights cross-platform compatibility for all steps, especially for command-line operations.
DNS https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/dns/private-dns-virtual-network-links.md ...main/articles/dns/private-dns-virtual-network-links.md
Medium Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation page demonstrates a mild Windows bias by listing Azure PowerShell before Azure CLI in the 'Next steps' section and providing explicit mention of PowerShell as a method for creating private DNS zones. While Azure CLI is also mentioned, there is no reference to Linux-specific tools or workflows, and PowerShell (traditionally Windows-centric) is highlighted first, which may suggest a prioritization of Windows environments.
Recommendations
  • List Azure CLI before Azure PowerShell in examples and 'Next steps' to reflect platform neutrality and Linux parity.
  • Explicitly mention that Azure CLI is cross-platform and works natively on Linux, macOS, and Windows.
  • Provide examples or links for using Azure CLI on Linux, including installation and usage instructions.
  • Consider referencing other Linux-native tools or workflows (e.g., Bash scripting, cloud-init) where relevant.
  • Add a note clarifying that both PowerShell and CLI are supported on all major operating systems.
DNS https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/dns/delegate-subdomain.md ...zure-docs/blob/main/articles/dns/delegate-subdomain.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 provides command-line testing instructions using 'nslookup' at a 'command prompt', which implicitly refers to Windows environments and does not mention Linux or macOS equivalents. There are no Linux-specific examples, nor is there mention of using Linux tools or terminals for DNS testing. The only alternative to the Azure Portal mentioned is Azure PowerShell, with no reference to Azure CLI, which is more cross-platform.
Recommendations
  • Include explicit instructions for testing DNS delegation on Linux and macOS, such as using 'nslookup' or 'dig' from a terminal.
  • Clarify that 'command prompt' can refer to Windows Command Prompt, Linux shell, or macOS Terminal, and provide examples for each.
  • Add Azure CLI instructions for delegating subdomains, as Azure CLI is cross-platform and widely used outside Windows.
  • Mention alternative DNS testing tools like 'dig', which are commonly available on Linux and macOS.
  • Ensure screenshots and step-by-step guides do not assume a Windows environment unless necessary, and provide parity for other platforms.
DNS https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/dns/dns-delegate-domain-azure-dns.md ...lob/main/articles/dns/dns-delegate-domain-azure-dns.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 provides command-line verification instructions using nslookup, but only references 'command prompt' and does not mention Linux or macOS equivalents. The example assumes a Windows environment and omits guidance for Linux users, such as using terminal or alternative tools. No PowerShell-specific commands or Windows-only tools are present, but the overall pattern is Windows-centric.
Recommendations
  • Explicitly mention that nslookup is available on Linux and macOS, and provide instructions for running the command in a Linux terminal (e.g., 'Open a terminal and run: nslookup -type=SOA contoso.xyz').
  • Include alternative verification tools commonly used on Linux, such as dig (e.g., 'dig SOA contoso.xyz'), and provide sample output.
  • Use neutral language like 'open a command prompt or terminal' instead of just 'command prompt' to be inclusive of all platforms.
  • Add a note that the Azure portal is web-based and accessible from any OS, to reinforce cross-platform compatibility.
DNS https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/dns/dns-get-started-bicep.md ...e-docs/blob/main/articles/dns/dns-get-started-bicep.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 all operations, but PowerShell is featured as a first-class option throughout, and is presented in parallel with CLI. This can be interpreted as a mild Windows bias, since PowerShell is primarily a Windows tool (though it is available cross-platform), and no Linux-specific shell examples (e.g., Bash scripts) or notes about Linux environments are provided. There is no mention of Linux-specific tools, nor any explicit prioritization of Linux workflows.
Recommendations
  • Clarify that Azure CLI commands work natively on Linux, macOS, and Windows, while PowerShell is more common on Windows (but available cross-platform).
  • Add explicit Bash script examples or notes for Linux users, especially for common tasks like saving files or running deployments.
  • Consider listing CLI examples before PowerShell, as CLI is the most cross-platform tool.
  • Add a brief section or note about running these commands in Linux environments, including prerequisites or differences (e.g., file paths, shell syntax).
DNS https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/dns/dns-private-resolver-get-started-terraform.md ...cles/dns/dns-private-resolver-get-started-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 instructions for verifying results, but the PowerShell tab is presented immediately after the CLI tab, and PowerShell is highlighted as a primary method. There are no explicit Linux-specific shell examples (e.g., bash), and the use of PowerShell is emphasized, which may suggest a slight Windows bias. However, the Azure CLI examples are cross-platform, and no Windows-only tools or commands are used outside of the PowerShell section.
Recommendations
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide bash/zsh shell examples where appropriate.
  • Consider presenting Azure CLI (which is cross-platform) before PowerShell, or clarify that PowerShell examples are for users on Windows or those using PowerShell Core on other platforms.
  • Add a note or section for Linux/macOS users, confirming that all steps (except PowerShell) are fully supported and tested on those platforms.
  • If any file manipulation or directory creation steps are shown, provide both Windows (cmd/PowerShell) and Linux/macOS (bash) command examples.
DNS https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/dns/dns-private-zone-terraform.md ...s/blob/main/articles/dns/dns-private-zone-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 Missing Linux Example
Summary
The documentation focuses exclusively on creating Windows virtual machines, with no mention of Linux VM creation or examples. The checklist and Terraform code only reference Windows VMs, and the customer intent is specifically framed around Windows. While Azure CLI and PowerShell are both provided for verification, there is no parity in VM OS examples.
Recommendations
  • Add instructions and Terraform code samples for creating Linux virtual machines alongside Windows examples.
  • Update the checklist and customer intent to reference both Windows and Linux VM scenarios.
  • Ensure that output and verification steps include examples for both Windows and Linux VMs, such as showing how to retrieve credentials or connect to either OS type.
  • Consider providing guidance on OS-specific configuration differences, such as SSH for Linux and RDP for Windows.
DNS https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/dns/dns-private-resolver-get-started-template.md ...icles/dns/dns-private-resolver-get-started-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 Powershell Heavy
Summary
The documentation provides both Azure CLI and PowerShell examples for deploying the ARM template, but the PowerShell example is given equal prominence and is presented immediately after the CLI example. PowerShell is primarily a Windows tool, and no explicit Linux shell (bash) example is provided. There is no mention of Linux-specific tools or patterns, and the validation steps focus on the Azure portal, which is platform-neutral.
Recommendations
  • Add explicit bash shell examples for Linux users, using the Azure CLI.
  • Clarify that the Azure CLI commands work natively on Linux/macOS as well as Windows.
  • Consider listing the CLI (bash) example first, as it is cross-platform, and PowerShell second.
  • Include a note or section on running the deployment from Linux/macOS environments, including installation links for Azure CLI.