Add LLM application logging example for AI-powered features - #548
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Co-authored-by: luoheng158 <7459742+luoheng158@users.noreply.github.com>
Co-authored-by: luoheng158 <7459742+luoheng158@users.noreply.github.com>
Co-authored-by: luoheng158 <7459742+luoheng158@users.noreply.github.com>
Co-authored-by: luoheng158 <7459742+luoheng158@users.noreply.github.com>
Co-authored-by: luoheng158 <7459742+luoheng158@users.noreply.github.com>
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[WIP] Add Aweme LLM applications support
Add LLM application logging example for AI-powered features
Jan 2, 2026
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Adds reference implementation for integrating Logan logging into LLM-based applications, demonstrating structured logging patterns for AI features in platforms like Aweme/TikTok.
Implementation
Example/Logan-LLM-Apps/app.ts - Chat server with comprehensive logging:
Example/Logan-LLM-Apps/client-example.ts - Client demonstrating API usage with axios
Example/Logan-LLM-Apps/README.md - Integration patterns and production best practices
Logging Pattern
All logs use structured JSON format for easy parsing. The example uses console output; README documents integration with actual Logan SDK.
Files Added
Updated main README.md to reference new example.
Original prompt
💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.