Azure Cache For Redis

68
Total Pages
43
Linux-Friendly Pages
25
Pages with Bias
36.8%
Bias Rate

Bias Trend Over Time

Pages with Bias Issues

189 issues found
Showing 151-175 of 189 flagged pages
Azure Cache For Redis Scale an Azure Cache for Redis instance ...n/articles/azure-cache-for-redis/cache-how-to-scale.md
Low Priority View Details →
Scanned: 2026-02-18 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation provides scaling instructions for Azure Cache for Redis using the Azure portal, Azure PowerShell, and Azure CLI. PowerShell examples are given for every operation alongside Azure CLI, and PowerShell is mentioned before CLI in most sections. There are no Linux/macOS-specific examples or explicit references to Linux tools or shell environments. However, Azure CLI is cross-platform and all CLI examples are present, so Linux/macOS users can complete all tasks. The bias is mainly in the prominence and ordering of PowerShell (a Windows-centric tool) and the lack of explicit Linux shell examples.
Recommendations
  • Ensure Azure CLI examples are always given equal prominence and ordering alongside PowerShell.
  • Add explicit Bash shell examples or notes clarifying that Azure CLI commands work on Linux/macOS.
  • Consider mentioning that PowerShell Core is cross-platform, but Azure CLI is the preferred tool for Linux/macOS users.
  • Where possible, add sample Bash scripts for automation scenarios.
GitHub Create Pull Request
Azure Cache For Redis Deploy Azure Cache for Redis using Bicep ...s/azure-cache-for-redis/redis-cache-bicep-provision.md
Low Priority View Details →
Scanned: 2026-02-18 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for deploying and managing Azure Cache for Redis using Bicep. However, PowerShell examples are given equal prominence to CLI, and there is no explicit mention of Linux/macOS compatibility or alternative shell usage. Azure PowerShell is more commonly used on Windows, and its inclusion without clarifying cross-platform support may create friction for Linux/macOS users. The CLI examples are present and shown first, but the documentation does not explicitly state that Azure CLI is fully cross-platform or recommend it for non-Windows users.
Recommendations
  • Add a note clarifying that Azure CLI is fully cross-platform and recommended for Linux/macOS users.
  • Explicitly state that Azure PowerShell is available on Linux/macOS, or link to installation instructions for those platforms.
  • Consider adding a section or callout for Linux/macOS users, highlighting CLI usage and any relevant differences.
  • Ensure that examples and instructions do not imply PowerShell is required for non-Windows users.
GitHub Create Pull Request
Azure Cache For Redis Azure Cache for Redis with Azure Private Link ...n/articles/azure-cache-for-redis/cache-private-link.md
Low Priority View Details →
Scanned: 2026-02-18 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for managing private endpoints, but PowerShell examples are presented first and in greater detail. Portal instructions are generic and platform-agnostic, but scripting sections show a mild Windows bias by prioritizing PowerShell and not mentioning Bash or Linux-specific CLI nuances. There are no Linux-specific examples or notes about CLI usage on Linux/macOS, but CLI coverage is present.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • Add notes clarifying that Azure CLI commands work on Linux, macOS, and Windows, and that PowerShell is primarily for Windows users.
  • Consider including Bash shell script examples or highlighting any OS-specific considerations for CLI usage.
  • Explicitly state that all portal instructions are OS-agnostic and accessible from any browser.
GitHub Create Pull Request
Azure Cache For Redis Scale an Azure Cache for Redis instance ...n/articles/azure-cache-for-redis/cache-how-to-scale.md
Low Priority View Details →
Scanned: 2026-02-17 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation provides examples for scaling Azure Cache for Redis using the Azure portal, Azure PowerShell, and Azure CLI. PowerShell examples are given equal prominence to Azure CLI, and are presented before CLI examples in each section. There is no explicit mention of Linux/macOS-specific tools or shell usage, and PowerShell is a Windows-centric tool, though it is technically cross-platform. The CLI examples are generic and applicable to all platforms, but the ordering and emphasis on PowerShell may create a perception of Windows bias.
Recommendations
  • Explicitly note that Azure CLI commands work on Linux, macOS, and Windows, and are the recommended cross-platform option.
  • Consider presenting Azure CLI examples before PowerShell examples, or at least clarify their parity.
  • Add a short note that PowerShell is available on Linux/macOS, but Azure CLI is often preferred for cross-platform scripting.
  • If possible, include Bash shell scripting examples for common operations, or link to CLI usage guides for Linux/macOS users.
GitHub Create Pull Request
Azure Cache For Redis Azure Cache for Redis with Azure Private Link ...n/articles/azure-cache-for-redis/cache-private-link.md
Low Priority View Details →
Scanned: 2026-02-17 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for managing private endpoints, but the PowerShell section appears first and is more detailed, which may create a perception of Windows bias. The portal instructions are platform-neutral, but scripting examples prioritize Windows tools before Linux-friendly alternatives. No Linux/macOS-specific issues or missing examples are present, but the ordering and emphasis favor Windows/PowerShell users.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples to emphasize cross-platform support.
  • Explicitly mention that Azure CLI works on Linux, macOS, and Windows, while PowerShell is primarily Windows-focused.
  • Add brief notes clarifying that all portal steps are platform-agnostic.
  • Consider including Bash or shell script snippets for DNS verification (e.g., `nslookup`) to reinforce Linux parity.
GitHub Create Pull Request
Azure Cache For Redis Deploy Azure Cache for Redis using Bicep ...s/azure-cache-for-redis/redis-cache-bicep-provision.md
Low Priority View Details →
Scanned: 2026-02-17 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 deploying and managing Azure Cache for Redis using Bicep. However, PowerShell examples are presented alongside CLI examples throughout, and PowerShell is a Windows-centric tool. There are no Linux-specific shell examples (e.g., Bash), but the Azure CLI commands are cross-platform and suitable for Linux/macOS users. The documentation does not mention Linux tools or shell patterns, nor does it clarify that PowerShell can be used on Linux/macOS, which may cause confusion.
Recommendations
  • Explicitly state that Azure CLI commands are cross-platform and preferred for Linux/macOS users.
  • Mention that Azure PowerShell is available on Linux/macOS, or clarify its Windows origins.
  • Consider adding Bash shell examples for file operations (e.g., saving the Bicep file) to improve Linux parity.
  • Ensure that CLI examples are shown first, or clarify their cross-platform nature in the prerequisites.
GitHub Create Pull Request
Azure Cache For Redis Azure Cache for Redis with Azure Private Link ...n/articles/azure-cache-for-redis/cache-private-link.md
Low Priority View Details →
Scanned: 2026-02-16 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for managing private endpoints, but PowerShell examples are presented first and in greater detail. The CLI examples are present and use Bash-compatible syntax, ensuring Linux parity. However, there are no explicit Linux/macOS-specific notes or examples, and PowerShell is a Windows-centric tool, which may create friction for Linux/macOS users. The portal instructions are platform-neutral, but the ordering and emphasis on PowerShell suggest a mild Windows bias.
Recommendations
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform and preferred by Linux/macOS users.
  • Add explicit notes clarifying that Azure CLI commands work on Linux, macOS, and Windows.
  • Consider including sample Bash scripts or referencing Linux/macOS terminal usage where relevant.
  • Mention that PowerShell Core is available cross-platform, but Azure CLI is generally more native for Linux/macOS users.
GitHub Create Pull Request
Azure Cache For Redis Deploy Azure Cache for Redis using Bicep ...s/azure-cache-for-redis/redis-cache-bicep-provision.md
Low Priority View Details →
Scanned: 2026-02-16 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, resource review, and cleanup. However, PowerShell examples are given equal prominence and are presented alongside CLI examples, which may imply a Windows bias since PowerShell is primarily used on Windows. Azure CLI is cross-platform, but PowerShell is not as commonly used on Linux/macOS, and no explicit Linux/macOS instructions or shell examples are provided.
Recommendations
  • Clearly indicate that Azure CLI is cross-platform and preferred for Linux/macOS users.
  • Add a note clarifying PowerShell examples are primarily for Windows users.
  • Consider showing Azure CLI examples first, as they are more universally applicable.
  • Optionally, provide bash shell script examples for Linux/macOS users.
  • Mention that Azure CLI can be installed and used on all major operating systems.
GitHub Create Pull Request
Azure Cache For Redis Deploy Azure Cache for Redis using Bicep ...s/azure-cache-for-redis/redis-cache-bicep-provision.md
Low Priority View Details →
Scanned: 2026-02-15 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for deploying and managing Azure Cache for Redis using Bicep. However, PowerShell examples are given equal prominence to CLI, and PowerShell is a Windows-centric tool. There are no explicit Linux/macOS-specific instructions or clarifications, and PowerShell is presented as a primary option alongside CLI, which may create friction for Linux/macOS users unfamiliar with PowerShell.
Recommendations
  • Clarify that Azure CLI is cross-platform and preferred for Linux/macOS users.
  • Consider listing Azure CLI examples first, or explicitly note that PowerShell is Windows-centric.
  • Add a brief note for Linux/macOS users recommending Azure CLI and linking to installation instructions.
  • If possible, provide bash shell or script examples for common tasks.
  • Mention that Azure PowerShell can be used on Linux/macOS via PowerShell Core, but CLI is generally simpler.
GitHub Create Pull Request
Azure Cache For Redis Azure Cache for Redis with Azure Private Link ...n/articles/azure-cache-for-redis/cache-private-link.md
Low Priority View Details →
Scanned: 2026-02-15 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides Azure portal instructions (which are cross-platform), Azure PowerShell examples, and Azure CLI examples. However, the PowerShell section appears before the CLI section, and PowerShell is a Windows-centric tool (though available on Linux/macOS). There are no Linux/macOS-specific shell examples (e.g., Bash), but the CLI examples are cross-platform. The portal instructions are also platform-agnostic. There is a minor bias in presenting PowerShell before CLI, which may imply Windows-first thinking, but Linux users can complete all tasks using Azure CLI or portal.
Recommendations
  • Present Azure CLI examples before PowerShell examples, as CLI is more universally available across platforms.
  • Explicitly note that Azure CLI commands work on Linux, macOS, and Windows, and PowerShell is available cross-platform but is more familiar to Windows users.
  • Consider adding Bash script examples for common tasks, or clarify that Azure CLI commands can be run in Bash or other shells.
  • Add a short statement at the start of scripting sections indicating that both CLI and PowerShell are supported on all major OSes, but CLI is typically preferred for Linux/macOS users.
GitHub Create Pull Request
Azure Cache For Redis Azure Cache for Redis with Azure Private Link ...n/articles/azure-cache-for-redis/cache-private-link.md
Low Priority View Details →
Scanned: 2026-02-14 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for managing private endpoints, but the PowerShell section appears first and is more detailed, which may create a perception of Windows bias. However, Azure CLI examples are present and fully functional for Linux/macOS users. The portal-based instructions are platform-agnostic, as the Azure portal is web-based. No Windows-specific tools or patterns are mentioned, and Linux parity is generally maintained.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples to avoid 'windows_first' bias.
  • Explicitly mention that Azure CLI works on Linux/macOS and Windows, and PowerShell is available cross-platform, to reassure non-Windows users.
  • Consider adding Bash shell script examples for common tasks, or clarify that Azure CLI commands are suitable for Linux/macOS environments.
  • Where possible, ensure parity in detail and explanation between PowerShell and CLI sections.
GitHub Create Pull Request
Azure Cache For Redis Deploy Azure Cache for Redis using Bicep ...s/azure-cache-for-redis/redis-cache-bicep-provision.md
Low Priority View Details →
Scanned: 2026-02-14 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 deployment, resource review, and cleanup. However, PowerShell examples are presented alongside CLI examples in every section, and the PowerShell tool is Windows-centric. There is no explicit mention of Linux/macOS compatibility for PowerShell, nor are Bash or other Linux-native shell examples provided. Azure CLI is cross-platform, but PowerShell is listed as an equal option, which may create friction for Linux/macOS users unfamiliar with PowerShell.
Recommendations
  • Clarify that Azure CLI is cross-platform and recommended for Linux/macOS users.
  • Add explicit notes that Azure PowerShell is available on Linux/macOS, or link to installation instructions for those platforms.
  • Consider providing Bash shell script examples (using Azure CLI) for Linux users.
  • List Azure CLI examples first in each section to reinforce cross-platform parity.
GitHub Create Pull Request
Azure Cache For Redis Azure Cache for Redis with Azure Private Link ...n/articles/azure-cache-for-redis/cache-private-link.md
Low Priority View Details →
Scanned: 2026-02-13 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for managing private endpoints, but PowerShell examples are presented first and in greater detail. Portal instructions are generic and cross-platform, but scripting guidance gives prominence to Windows/PowerShell usage before CLI, which is more native to Linux/macOS. No Linux-specific tools or patterns are mentioned, and there are no bash or shell script examples beyond Azure CLI.
Recommendations
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform and native to Linux/macOS.
  • Ensure parity in detail and explanation between PowerShell and CLI sections.
  • Explicitly mention that Azure CLI works on Linux, macOS, and Windows, and link to installation guides for each.
  • Consider adding bash or shell script examples for common tasks, or reference how to use Azure CLI in shell scripts.
  • Add a note clarifying that PowerShell is available cross-platform, but CLI is often preferred on Linux/macOS.
GitHub Create Pull Request
Azure Cache For Redis Deploy Azure Cache for Redis using Bicep ...s/azure-cache-for-redis/redis-cache-bicep-provision.md
Low Priority View Details →
Scanned: 2026-02-13 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 deployment, resource review, and cleanup. However, PowerShell examples are shown alongside CLI examples in all sections, and PowerShell is a Windows-centric tool. The CLI examples are cross-platform, but PowerShell is presented as an equal option, which may create minor friction for Linux/macOS users. There is no explicit Linux/macOS bias or missing Linux example, but the presence of PowerShell throughout may subtly favor Windows users.
Recommendations
  • Clarify that Azure CLI is cross-platform and preferred for Linux/macOS users.
  • Consider listing Azure CLI examples first in each section to emphasize platform neutrality.
  • Add a note indicating that PowerShell is primarily for Windows users, while CLI works on all major OSes.
  • Optionally, provide Bash shell script examples for common tasks to further improve Linux parity.
GitHub Create Pull Request
Azure Cache For Redis Azure Cache for Redis with Azure Private Link ...n/articles/azure-cache-for-redis/cache-private-link.md
Low Priority View Details →
Scanned: 2026-02-12 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for managing private endpoints, but the PowerShell section appears first and is more detailed. Portal instructions are platform-agnostic, but scripting examples prioritize PowerShell, which is more familiar to Windows users. There are no Linux-specific shell examples (e.g., Bash), but Azure CLI is cross-platform and included. No Windows-only tools or patterns are mentioned, and Linux users can complete all tasks using Azure CLI or portal.
Recommendations
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform and preferred by many Linux/macOS users.
  • Explicitly mention that Azure CLI works on Linux, macOS, and Windows, while PowerShell is available cross-platform but is often associated with Windows.
  • Consider adding Bash script examples for common tasks, or clarifying that Azure CLI commands can be run in Bash, Zsh, or other shells.
  • Add a note in scripting sections to guide Linux/macOS users to Azure CLI as the recommended option.
GitHub Create Pull Request
Azure Cache For Redis Deploy Azure Cache for Redis using Bicep ...s/azure-cache-for-redis/redis-cache-bicep-provision.md
Low Priority View Details →
Scanned: 2026-02-12 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 deploying and managing Azure Cache for Redis using Bicep. While Azure CLI is cross-platform, Azure PowerShell is primarily associated with Windows environments. PowerShell examples are given equal prominence alongside CLI, and there is no explicit mention of Linux/macOS-specific considerations or alternative shell environments. However, the CLI examples are present and shown first in each section, mitigating the bias.
Recommendations
  • Clarify that Azure CLI is fully cross-platform and preferred for Linux/macOS users.
  • Add a note indicating that Azure PowerShell is available on Linux/macOS, but CLI is generally more common in those environments.
  • Consider including Bash shell scripting examples for automation, or explicitly mention that all CLI commands work on Linux/macOS.
  • If possible, add a brief section about running Bicep deployments from Linux/macOS terminals, including installation links for Azure CLI and Bicep.
GitHub Create Pull Request
Azure Cache For Redis Azure Cache for Redis with Azure Private Link ...n/articles/azure-cache-for-redis/cache-private-link.md
Low Priority View Details →
Scanned: 2026-02-10 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for creating, retrieving, and removing private endpoints. However, PowerShell examples are presented first, which may subtly prioritize Windows users. The Azure portal instructions are platform-neutral, but the scripting sections show a mild Windows bias by listing PowerShell before CLI and not mentioning Bash or Linux-specific shell environments explicitly.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples, as CLI is cross-platform and more accessible to Linux/macOS users.
  • Explicitly state that Azure CLI commands can be run on Linux, macOS, and Windows, while PowerShell is primarily for Windows (though PowerShell Core is cross-platform, most Azure users on Linux/macOS use CLI).
  • Consider adding Bash shell script examples or clarifying that CLI commands are suitable for Bash/zsh environments.
  • Where possible, note any OS-specific requirements or limitations for PowerShell and CLI usage.
GitHub Create Pull Request
Azure Cache For Redis Deploy Azure Cache for Redis using Bicep ...s/azure-cache-for-redis/redis-cache-bicep-provision.md
Low Priority View Details →
Scanned: 2026-02-10 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for deployment, resource review, and cleanup. However, PowerShell examples are included throughout, which are primarily relevant to Windows users. Azure CLI is cross-platform and shown first in each example, but there is no explicit mention of Linux/macOS compatibility or guidance for those environments. The documentation does not reference Windows-specific tools or patterns, but the presence of PowerShell examples may create minor bias toward Windows users.
Recommendations
  • Clarify that Azure CLI is cross-platform and works on Linux/macOS as well as Windows.
  • Add a note indicating that PowerShell examples are primarily for Windows users, while Azure CLI is recommended for Linux/macOS.
  • Consider including brief instructions or links for installing Azure CLI on Linux/macOS.
  • Ensure parity in troubleshooting or environment setup guidance for Linux/macOS users.
GitHub Create Pull Request
Azure Cache For Redis Deploy Azure Cache for Redis using Bicep ...s/azure-cache-for-redis/redis-cache-bicep-provision.md
Low Priority View Details →
Scanned: 2026-02-09 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 deploying and managing Azure Cache for Redis using Bicep. However, PowerShell examples are given equal prominence to CLI, and PowerShell is a Windows-centric tool. There are no explicit Linux/macOS-specific instructions or clarifications, and PowerShell is presented as a primary option alongside CLI, which may create friction for Linux/macOS users unfamiliar with PowerShell.
Recommendations
  • Clarify that Azure CLI is cross-platform and preferred for Linux/macOS users.
  • Add a note indicating that Azure PowerShell is primarily for Windows users, and that Azure CLI works on all platforms.
  • Consider showing Azure CLI examples first, or providing additional context for Linux/macOS users.
  • Explicitly mention that all tasks can be completed using Azure CLI on Linux/macOS.
GitHub Create Pull Request
Azure Cache For Redis Azure Cache for Redis with Azure Private Link ...n/articles/azure-cache-for-redis/cache-private-link.md
Low Priority View Details →
Scanned: 2026-02-09 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for managing private endpoints, but the PowerShell section appears first and is more detailed, which may create a perception of Windows bias. The portal instructions are platform-neutral, but scripting examples prioritize PowerShell before CLI, and there are no explicit Linux/macOS-specific notes or troubleshooting tips.
Recommendations
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform and preferred by many Linux/macOS users.
  • Add explicit notes clarifying that Azure CLI works on Linux, macOS, and Windows, while PowerShell is primarily Windows-focused (though PowerShell Core is cross-platform).
  • Include troubleshooting or environment setup tips for Linux/macOS users, such as installing Azure CLI or PowerShell Core.
  • Ensure parity in detail between PowerShell and CLI sections, so Linux/macOS users are not left with less guidance.
  • Consider adding Bash shell script examples for common tasks, or linking to Linux/macOS-specific guides.
GitHub Create Pull Request
Azure Cache For Redis Deploy Azure Cache for Redis using Bicep ...s/azure-cache-for-redis/redis-cache-bicep-provision.md
Low Priority View Details →
Scanned: 2026-02-08 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Powershell Heavy Windows First
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for deployment, resource review, and cleanup. However, PowerShell examples are given equal prominence to CLI examples, and PowerShell is a Windows-centric tool. There is no explicit mention of Linux/macOS compatibility for PowerShell, nor is there guidance for Linux users on using CLI as the preferred cross-platform tool. Azure CLI is shown first in each example, but the presence of PowerShell throughout may create confusion or friction for Linux/macOS users.
Recommendations
  • Explicitly state that Azure CLI is cross-platform and recommended for Linux/macOS users.
  • Add a note clarifying that Azure PowerShell is primarily for Windows users, and that Linux/macOS users should use Azure CLI.
  • Consider grouping PowerShell examples in a separate section or as an optional tab for Windows users.
  • Add links or guidance for installing Azure CLI on Linux/macOS.
  • Ensure that all instructions are clear for Linux/macOS users, especially regarding file paths and shell usage.
GitHub Create Pull Request
Azure Cache For Redis Azure Cache for Redis with Azure Private Link ...n/articles/azure-cache-for-redis/cache-private-link.md
Low Priority View Details →
Scanned: 2026-02-08 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation page primarily uses Azure Portal (GUI) instructions, which are platform-neutral, but when it introduces scripting, it presents Azure PowerShell examples first, followed by Azure CLI. The PowerShell section is more detailed, and PowerShell is a Windows-centric tool, though it is available cross-platform. There are no Linux/macOS-specific shell examples (e.g., Bash), but Azure CLI is cross-platform and included. No Windows-only tools or patterns are mentioned, and the documentation does not exclusively reference Windows tools.
Recommendations
  • Present Azure CLI examples before PowerShell, as CLI is more widely used across Linux/macOS.
  • Add explicit Bash shell examples for DNS verification (e.g., `nslookup`) and other relevant tasks.
  • Clarify that both PowerShell and CLI are available cross-platform, and link to installation guides for Linux/macOS users.
  • Consider including a table or section comparing PowerShell and CLI usage for common tasks.
GitHub Create Pull Request
Azure Cache For Redis Azure Cache for Redis with Azure Private Link ...n/articles/azure-cache-for-redis/cache-private-link.md
Low Priority View Details →
Scanned: 2026-02-04 00:00
Reviewed by: LLM Analysis
Issues: 2 bias types
Detected Bias Types
Windows First Powershell Heavy
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for managing private endpoints with Azure Cache for Redis. However, PowerShell examples are presented first and in more detail, which may suggest a Windows-first approach. The Azure portal instructions are platform-neutral, but command-line automation favors Windows tools before Linux/macOS equivalents.
Recommendations
  • Present Azure CLI and PowerShell examples side-by-side or alternate their order to avoid implicit prioritization.
  • Explicitly state that Azure CLI works cross-platform (Windows, Linux, macOS) and is recommended for Linux/macOS users.
  • Consider adding Bash or shell script snippets for DNS verification (e.g., using 'dig' or 'nslookup') to demonstrate parity for Linux/macOS users.
  • Where possible, clarify which tools are platform-specific and which are cross-platform.
GitHub Create Pull Request
Azure Cache For Redis Azure Cache for Redis with Azure Private Link ...n/articles/azure-cache-for-redis/cache-private-link.md
Low Priority View Details →
Scanned: 2026-02-02 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation provides step-by-step instructions for creating and managing Azure Cache for Redis private endpoints primarily via the Azure portal (GUI), followed by detailed PowerShell scripts and then Azure CLI examples. PowerShell examples are presented before CLI, and there are no explicit Linux/macOS shell examples or notes about cross-platform usage. The FAQ and troubleshooting sections reference commands like nslookup but do not clarify platform differences. There is a mild Windows bias in the ordering and example selection.
Recommendations
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform and preferred by many Linux/macOS users.
  • Add explicit notes clarifying that Azure CLI commands work on Linux, macOS, and Windows, while PowerShell examples are Windows-centric (unless using PowerShell Core).
  • Include bash shell examples for DNS verification (e.g., dig, host) alongside nslookup, or clarify nslookup usage on Linux/macOS.
  • Where possible, provide parity in troubleshooting and verification steps for Linux/macOS users (e.g., mention how to install Azure CLI, use REST API with curl, etc.).
GitHub Create Pull Request
Azure Cache For Redis Azure Cache for Redis with Azure Private Link ...n/articles/azure-cache-for-redis/cache-private-link.md
Low Priority View Details →
Scanned: 2026-01-31 00:00
Reviewed by: LLM Analysis
Issues: 3 bias types
Detected Bias Types
Windows First Powershell Heavy Missing Linux Example
Summary
The documentation provides step-by-step instructions primarily using the Azure portal UI and Azure PowerShell, with PowerShell examples appearing before Azure CLI. While Azure CLI is cross-platform, the prominence and ordering of PowerShell (which is traditionally Windows-centric) may create a perception of Windows bias. There are no explicit Linux/macOS-specific examples or notes, and no mention of Linux tools or shell patterns (e.g., Bash scripting). The portal instructions are platform-neutral, but command-line automation is shown first with PowerShell, then CLI.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples, as CLI is cross-platform and preferred by many Linux/macOS users.
  • Add explicit notes clarifying that Azure CLI commands work on Linux/macOS and Windows.
  • Include Bash shell variable syntax in CLI examples, or provide both Bash and PowerShell variable assignment styles.
  • Where relevant, mention that PowerShell Core is available cross-platform, but clarify that traditional Windows PowerShell is Windows-only.
  • Add links or references to Linux/macOS-specific guidance for Azure Cache for Redis, if available.
GitHub Create Pull Request
← Previous Page 7 of 8 Next →