Bias Analysis
Detected Bias Types
windows_first
missing_linux_example
Summary
The documentation consistently presents Windows-specific instructions (using 'set' for environment variables) before mentioning Linux/macOS equivalents (using 'export'), both in the main language samples and in the tunnel tool section. In several places, the Linux/macOS instructions are only given as comments or after the Windows example, and there are no Linux-specific shell or tool usage examples (e.g., no bash scripts, systemd, or Linux-native patterns). The documentation does not provide parity in terms of Linux-first or Linux-specific guidance.
Recommendations
- Present Linux/macOS instructions before or alongside Windows instructions, rather than as comments or afterthoughts.
- Provide explicit bash/zsh commands for environment setup, not just as comments.
- Include Linux-native troubleshooting tips (e.g., systemd service setup, common Linux firewall issues).
- Add examples of running the upstream server as a background process or service on Linux.
- Ensure all CLI and code samples use cross-platform patterns (e.g., avoid 'set' in favor of 'export' or show both explicitly).
- Where possible, mention Linux tools or patterns (such as using curl for testing endpoints, or journalctl for logs).
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