Data Manager For Agri

29
Total Pages
26
Linux-Friendly Pages
3
Pages with Bias
10.3%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

15 issues found
Showing 1-15 of 15 flagged pages
Data Manager For Agri Creating a private endpoint for Azure Data Manager for Agriculture ...s/data-manager-for-agri/how-to-set-up-private-links.md
High Priority View Details →
Scanned: 2026-01-11 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 Windows bias by listing PowerShell as a primary method for creating private endpoints, mentioning it before the Azure CLI, and not providing explicit Linux-specific examples or guidance. The approval workflow and screenshots are exclusively based on the Azure portal, which is platform-agnostic, but the command-line options favor Windows tools and patterns. There is no mention of Bash, Linux shell, or cross-platform scripting, and no Linux-specific troubleshooting or considerations.
Recommendations
  • Provide explicit Bash/Linux shell examples alongside PowerShell for command-line instructions.
  • Mention Azure CLI as a cross-platform tool before PowerShell, or clarify its parity for Linux users.
  • Add notes or sections addressing Linux-specific considerations, such as authentication or networking differences.
  • Ensure that all command-line examples are tested and documented for both Windows and Linux environments.
  • Include troubleshooting steps or references for common Linux issues when working with Azure Private Endpoints.
GitHub Create Pull Request
Data Manager For Agri How to install Azure Data Manager for Agriculture ...gri/quickstart-install-data-manager-for-agriculture.md
High Priority View Details →
Scanned: 2026-01-11 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy 🔧 Windows Tools
Summary
The documentation demonstrates a Windows bias by providing both Bash and PowerShell examples for access token generation, but PowerShell (a Windows-centric tool) is given equal prominence despite Bash being more universal across platforms. All portal-based instructions and screenshots are tailored to the Azure Portal GUI, which is most commonly accessed from Windows environments. There is no mention of Linux-specific tools (e.g., Azure CLI), nor are there instructions for command-line-only or headless Linux workflows. The documentation does not reference Linux-specific patterns or alternatives, and Windows tools (PowerShell) are presented before or alongside Bash, rather than giving Linux-native approaches priority.
Recommendations
  • Add Azure CLI examples for all steps that can be performed via CLI, especially for resource registration, app registration, and role assignment.
  • Explicitly mention Linux compatibility and provide Linux-specific instructions or notes where relevant.
  • Ensure Bash examples are presented first, with PowerShell as an alternative for Windows users.
  • Include screenshots or instructions for using the Azure CLI or other Linux-native tools, not just the Azure Portal GUI.
  • Reference cross-platform tools and workflows to ensure parity for Linux and macOS users.
GitHub Create Pull Request
Data Manager For Agri Creating a private endpoint for Azure Data Manager for Agriculture ...s/data-manager-for-agri/how-to-set-up-private-links.md
High Priority View Details →
Scanned: 2026-01-10 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation lists PowerShell as a primary method for creating private endpoints, alongside the Azure portal and CLI, but does not provide explicit Linux shell/bash examples or mention Linux-specific tools. The ordering of options places PowerShell before CLI, which may suggest a Windows-first approach. There are no screenshots or walkthroughs for Linux environments, and the approval process is described only via the Azure portal UI, which is platform-agnostic but omits command-line alternatives that would benefit Linux users.
Recommendations
  • Add explicit bash/Azure CLI examples for creating and managing private endpoints, including approval/rejection steps.
  • Reorder the list of creation methods to place CLI before PowerShell, or present them in alphabetical order to avoid perceived prioritization.
  • Include screenshots or terminal output from Linux environments when demonstrating CLI usage.
  • Mention that Azure CLI is cross-platform and provide guidance for Linux users where relevant.
  • If PowerShell is referenced, clarify that PowerShell Core is available on Linux, or provide equivalent bash commands.
GitHub Create Pull Request
Data Manager For Agri https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/data-manager-for-agri/how-to-set-up-private-links.md ...s/data-manager-for-agri/how-to-set-up-private-links.md
High Priority View Details →
Scanned: 2026-01-09 00:34
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation lists PowerShell as a primary method for creating private endpoints, with no mention of Bash or Linux-specific tools. The ordering of options places PowerShell before CLI, and there are no explicit Linux/Bash command examples or references to Linux environments. The approval process and screenshots are all Azure portal-based, which is platform-neutral, but the command-line instructions show a Windows bias.
Recommendations
  • Add explicit Bash/Linux CLI examples alongside PowerShell, or clarify that Azure CLI commands work cross-platform.
  • Reorder the list of creation methods to avoid placing PowerShell before CLI, or mention both equally.
  • Include notes or links for Linux users, such as how to install and use Azure CLI on Linux.
  • Where PowerShell is referenced, also provide Bash equivalents for common tasks.
  • Clarify that the Azure CLI is available on Windows, macOS, and Linux, and provide example commands in Bash syntax.
GitHub Create Pull Request
Data Manager For Agri https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/data-manager-for-agri/how-to-set-up-private-links.md ...s/data-manager-for-agri/how-to-set-up-private-links.md
High Priority View Details →
Scanned: 2026-01-08 00:53
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation page shows mild Windows bias by listing PowerShell as a primary method for creating private endpoints, and referencing the Azure portal (which is often Windows-centric in screenshots and workflows) before mentioning the Azure CLI. There are no explicit Linux-specific examples, nor are Linux tools or shell commands (e.g., Bash) referenced. The CLI is mentioned, but not prioritized or illustrated with examples, and no screenshots or instructions are tailored for Linux users.
Recommendations
  • Provide explicit Linux/Bash examples alongside PowerShell, especially for CLI usage.
  • Ensure CLI instructions are as detailed and prominent as PowerShell instructions.
  • Include screenshots or terminal outputs from Linux environments where relevant.
  • Clarify that Azure CLI works cross-platform and provide guidance for both Windows and Linux users.
  • Avoid listing Windows-centric tools (PowerShell, portal) before cross-platform options unless justified.
GitHub Create Pull Request
Data Manager For Agri Creating a private endpoint for Azure Data Manager for Agriculture ...s/data-manager-for-agri/how-to-set-up-private-links.md
Medium Priority View Details →
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 lists PowerShell as a primary method for creating private endpoints, with CLI mentioned but not detailed. The ordering of methods puts PowerShell before CLI, and there are no explicit Linux/macOS-specific examples or screenshots. The approval workflow is described only via the Azure portal, which is cross-platform, but command-line instructions are Windows-centric.
Recommendations
  • Provide explicit Bash/Azure CLI examples for Linux/macOS users, including step-by-step instructions.
  • Reorder the list of creation methods to mention CLI before PowerShell, or present them in parallel.
  • Include screenshots or terminal output from Linux/macOS environments where relevant.
  • Clarify that Azure CLI works cross-platform and provide installation links for Linux/macOS.
GitHub Create Pull Request
Data Manager For Agri How to install Azure Data Manager for Agriculture ...gri/quickstart-install-data-manager-for-agriculture.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 Bash and PowerShell examples for generating an access token, but the PowerShell example is more elaborate and uses Windows-specific tooling. Throughout the guide, Azure Portal (GUI) is the primary method described for resource creation and management, which is more familiar to Windows users. There are no CLI examples using cross-platform tools like Azure CLI or Azure PowerShell Core, and Linux-specific workflows or tools are not mentioned. The PowerShell example is given after Bash, but is more detailed, and no Linux shell alternatives (e.g., curl with jq, or az CLI) are provided for other steps.
Recommendations
  • Add Azure CLI examples for resource creation, app registration, and role assignment to provide parity for Linux and macOS users.
  • Include instructions for using cross-platform tools (e.g., az CLI, REST API calls with curl/jq) alongside or before GUI/PowerShell steps.
  • Clarify which steps are platform-agnostic and which require Windows-specific tools, and offer alternatives where possible.
  • Ensure screenshots and instructions do not assume use of Windows-only environments.
  • Explicitly mention Linux/macOS compatibility in relevant sections.
GitHub Create Pull Request
Data Manager For Agri https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/data-manager-for-agri/quickstart-install-data-manager-for-agriculture.md ...gri/quickstart-install-data-manager-for-agriculture.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 Bash and PowerShell examples for generating an access token, but PowerShell is presented as a first-class option, which may indicate a slight Windows bias. The rest of the instructions rely heavily on the Azure Portal GUI, which is cross-platform, but there are no CLI (az CLI) or Linux-specific instructions for resource registration, app registration, or role assignment. PowerShell is a Windows-centric tool, and its inclusion without equivalent Linux shell or az CLI examples for other steps suggests a mild bias toward Windows users.
Recommendations
  • Add az CLI examples for resource provider registration, app registration, and role assignment to ensure Linux parity.
  • Present Bash and az CLI examples before or alongside PowerShell examples, rather than after.
  • Explicitly mention that all steps can be performed on Linux, macOS, or Windows, and provide guidance for non-Windows users.
  • Include troubleshooting tips or links for Linux users who may not have access to PowerShell.
GitHub Create Pull Request
Data Manager For Agri https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/data-manager-for-agri/quickstart-install-data-manager-for-agriculture.md ...gri/quickstart-install-data-manager-for-agriculture.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 Bash and PowerShell examples for generating an access token, but PowerShell (a Windows-centric tool) is given equal prominence to Bash, and is presented immediately after the Bash example. Throughout the document, all instructions rely on the Azure Portal UI and do not mention command-line alternatives such as Azure CLI, which are more commonly used on Linux. There is no mention of Linux-specific tools or workflows, and no explicit guidance for Linux users in steps involving app registration, role assignment, or resource creation.
Recommendations
  • Include Azure CLI examples for all steps that currently rely on the Azure Portal UI, especially for resource provider registration, resource creation, app registration, and role assignment.
  • Present Bash (Linux/macOS) examples before PowerShell (Windows) examples, or clarify that both platforms are supported equally.
  • Add explicit instructions or notes for Linux users, including any prerequisites or environment setup steps.
  • Where screenshots are used, consider providing CLI output examples or terminal screenshots alongside portal images.
  • Ensure that all automation steps (such as token generation) have parity between Bash and PowerShell, and mention cross-platform compatibility.
GitHub Create Pull Request
Data Manager For Agri https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/data-manager-for-agri/quickstart-install-data-manager-for-agriculture.md ...gri/quickstart-install-data-manager-for-agriculture.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 Bash and PowerShell examples for generating an access token, but the PowerShell example is more detailed and appears after the Bash example, which is a positive sign. However, throughout the document, all instructions for portal-based actions (such as app registration, role assignment, and resource creation) are described in a way that assumes use of the Azure Portal GUI, which is more familiar to Windows users. There are no CLI-based (e.g., Azure CLI) instructions for Linux users for these steps. The only command-line examples are for token generation, and while Bash is included, there is a heavier focus on PowerShell with more detailed scripting. There are no references to Linux-specific tools or patterns, and no mention of how to perform the same tasks using the Azure CLI or other cross-platform tools.
Recommendations
  • Add Azure CLI examples for all steps that can be performed via CLI, such as resource provider registration, app registration, role assignment, and token generation.
  • Ensure that for every PowerShell example, there is a corresponding Bash/Azure CLI example with equal detail and explanation.
  • Include explicit instructions or links for Linux/macOS users, especially for steps that are currently only described using the Azure Portal GUI.
  • Avoid assuming the use of the Azure Portal for all actions; provide parity for users who prefer or require command-line tools.
  • Where screenshots are used, consider including CLI output examples or terminal screenshots to balance the visual focus.
GitHub Create Pull Request
Data Manager For Agri https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/data-manager-for-agri/concepts-ingest-weather-data.md .../data-manager-for-agri/concepts-ingest-weather-data.md
Medium Priority View Details →
Scanned: 2025-07-08 04:23
Reviewed by: Unknown
Issues: 2 bias types
Detected Bias Types
🔧 Windows Tools Missing Linux Example
Summary
The documentation provides a command example using the ARMClient tool, which is a Windows-centric utility, and does not mention or provide equivalent instructions for Linux or cross-platform alternatives. There are no Linux shell or CLI examples, nor is there guidance for users on non-Windows systems.
Recommendations
  • Provide equivalent instructions using Azure CLI (az), which is cross-platform and commonly used on Linux and macOS.
  • Explicitly mention whether ARMClient is available for Linux/macOS, and if not, suggest alternatives.
  • Add bash or shell command examples alongside PowerShell/Windows-specific ones.
  • Clarify any OS-specific requirements or differences in the installation and usage of required tools.
GitHub Create Pull Request
Data Manager For Agri https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/data-manager-for-agri/quickstart-install-data-manager-for-agriculture.md ...gri/quickstart-install-data-manager-for-agriculture.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 Bash and PowerShell examples for generating an access token, but the PowerShell example is more detailed and comes after the Bash example. Throughout the document, all portal-based instructions and screenshots are platform-agnostic, but there is a subtle Windows bias in the inclusion and detail of the PowerShell example. There are no Linux-specific tools or CLI-based alternatives for steps that could be performed outside the portal, and the PowerShell example may implicitly prioritize Windows users.
Recommendations
  • Ensure that Bash and PowerShell examples are equally detailed and placed in parallel, not with one prioritized over the other.
  • Consider adding Azure CLI examples for steps like app registration, role assignment, and resource creation, which would benefit Linux and cross-platform users.
  • Explicitly mention that all steps can be performed on any OS using the Azure CLI or REST APIs, not just via the Azure Portal or PowerShell.
  • Where possible, provide Linux-specific troubleshooting tips or notes, especially for authentication and token generation.
  • Review screenshots and instructions to ensure they do not assume a Windows environment (e.g., avoid referencing Windows-specific UI elements or terminology).
GitHub Create Pull Request
Data Manager For Agri Creating a private endpoint for Azure Data Manager for Agriculture ...s/data-manager-for-agri/how-to-set-up-private-links.md
Low Priority View Details →
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 lists PowerShell as a primary method for creating private endpoints, with CLI mentioned but not detailed. The examples and screenshots focus exclusively on the Azure portal, which is platform-neutral, but the ordering of setup options puts PowerShell (Windows-centric) before CLI (cross-platform). There are no explicit Linux/macOS shell examples or references to Linux-specific tools or workflows.
Recommendations
  • Provide explicit Bash/Azure CLI examples for Linux/macOS users, including command-line steps for private endpoint creation and approval.
  • Reorder the list of setup options to present cross-platform tools (Azure CLI) before Windows-specific tools (PowerShell).
  • Add notes clarifying that all CLI steps work on Linux/macOS, and include screenshots or terminal output from those platforms.
  • Mention any platform-specific prerequisites or differences, if applicable.
GitHub Create Pull Request
Data Manager For Agri How to install Azure Data Manager for Agriculture ...gri/quickstart-install-data-manager-for-agriculture.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 Bash and PowerShell examples for generating an access token, but the PowerShell example is more elaborate and appears after the Bash example. The rest of the documentation is focused on Azure Portal GUI steps, which are cross-platform, but there is a slight bias in the scripting section towards Windows/PowerShell users.
Recommendations
  • Ensure Bash and PowerShell examples are equally detailed and presented side-by-side, or clarify that both are supported on Windows, Linux, and macOS.
  • Consider adding examples for other popular shells (e.g., zsh, fish) or CLI tools (e.g., Azure CLI) to further improve parity.
  • Explicitly state platform compatibility for each example, reassuring Linux/macOS users that Bash commands work natively.
  • If possible, provide a direct Azure CLI example for token generation, as it is cross-platform.
GitHub Create Pull Request
Data Manager For Agri How to install Azure Data Manager for Agriculture ...gri/quickstart-install-data-manager-for-agriculture.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 Bash and PowerShell examples for generating an access token, but the PowerShell example is more elaborate and uses Windows-specific tooling. The PowerShell example is presented after Bash, but the overall documentation assumes Azure Portal usage, which is cross-platform. No Linux/macOS-specific tools or CLI instructions are given for other steps, and there is no mention of Linux-specific troubleshooting or parity.
Recommendations
  • Ensure that Bash and PowerShell examples are equally detailed and accurate.
  • Add Azure CLI examples for key steps (e.g., resource provider registration, app registration, role assignment) to support Linux/macOS users.
  • Explicitly mention cross-platform compatibility for all steps, especially those involving Azure Portal and REST API usage.
  • Include troubleshooting notes or links for Linux/macOS users where relevant.
GitHub Create Pull Request