Document Details
Deploy Intelligent Apps Linux Python Pivot
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This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Bias Types:
⚠️
windows_first
⚠️
missing_linux_example
Summary:
The documentation page demonstrates a subtle Windows bias by referencing Windows first in the quickstart links and tabs, and by not providing explicit Linux-specific examples or instructions. While the content is generally cross-platform (using Python, Flask, and Azure CLI), there is a lack of parity in highlighting or demonstrating Linux workflows, especially in the setup and deployment sections.
Recommendations:
- Ensure that all quickstart and setup links include both Windows and Linux tabs/examples, and that Linux is given equal prominence.
- Explicitly mention and provide Linux-specific instructions or screenshots where platform differences exist (e.g., environment variable setup, file paths, deployment commands).
- Where possible, use neutral, cross-platform language and tools (such as Azure CLI and VS Code) and avoid defaulting to Windows-first terminology or ordering.
- Add a section or callout for common Linux deployment scenarios, such as using Bash scripts, systemd for service management, or Linux-specific troubleshooting tips.
- Review and update all referenced links to ensure Linux users are not redirected to Windows-centric instructions by default.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-09-14 00:00 | #111 | completed | ✅ Clean |
| 2025-09-13 00:00 | #110 | completed | ✅ Clean |
| 2025-09-12 00:00 | #109 | completed | ✅ Clean |
| 2025-09-11 00:00 | #108 | completed | ✅ Clean |
| 2025-09-10 00:00 | #107 | completed | ✅ Clean |
| 2025-09-09 00:00 | #106 | completed | ✅ Clean |
| 2025-09-08 00:00 | #105 | completed | ❌ Biased |
| 2025-09-07 00:00 | #104 | completed | ❌ Biased |
| 2025-09-06 00:00 | #103 | completed | ❌ Biased |
| 2025-09-05 00:00 | #102 | completed | ❌ Biased |
| 2025-09-04 00:00 | #101 | completed | ❌ Biased |
| 2025-09-03 00:00 | #100 | completed | ✅ Clean |
| 2025-09-02 00:00 | #99 | in_progress | ✅ Clean |
| 2025-09-01 00:00 | #98 | in_progress | ❌ Biased |
| 2025-08-31 00:01 | #97 | in_progress | ❌ Biased |
| 2025-08-30 00:01 | #96 | in_progress | ✅ Clean |
| 2025-08-29 00:01 | #95 | completed | ❌ Biased |
| 2025-08-28 00:01 | #94 | in_progress | ✅ Clean |
| 2025-08-27 00:01 | #93 | in_progress | ❌ Biased |
| 2025-08-26 00:00 | #92 | in_progress | ❌ Biased |
| 2025-08-25 00:01 | #91 | in_progress | ❌ Biased |
| 2025-08-24 00:00 | #90 | in_progress | ❌ Biased |
| 2025-08-23 00:00 | #89 | in_progress | ❌ Biased |
| 2025-08-22 00:01 | #88 | completed | ❌ Biased |
| 2025-08-21 00:01 | #87 | in_progress | ❌ Biased |
| 2025-08-20 00:01 | #86 | completed | ❌ Biased |
| 2025-08-19 00:01 | #85 | completed | ❌ Biased |
| 2025-08-18 00:00 | #84 | in_progress | ❌ Biased |
| 2025-08-17 00:01 | #83 | in_progress | ❌ Biased |
| 2025-08-16 00:00 | #82 | in_progress | ❌ Biased |
| 2025-08-15 00:01 | #81 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-13 20:48 | #44 | cancelled | ✅ Clean |