Add debug logging for LLM query and response pipeline#1040
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Add debug logging for LLM query and response pipeline#1040
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Co-authored-by: thomasnordquist <7721625+thomasnordquist@users.noreply.github.com>
Co-authored-by: thomasnordquist <7721625+thomasnordquist@users.noreply.github.com>
…fy production safety Co-authored-by: thomasnordquist <7721625+thomasnordquist@users.noreply.github.com>
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AI
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[WIP] Fix accessing choices array in response object
Add debug logging for LLM query and response pipeline
Jan 29, 2026
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LLM responses received from API but not displaying in UI. Unclear if issue is in request construction, response parsing, or choices array access.
Changes
Query logging: Log full query including topic context and neighboring topics
Response logging: Log complete API responses from OpenAI and Gemini before parsing
Extraction logging: Log the actual message extracted from API response
Error context: Log full response object when choices/candidates array missing
Debugging
Logs trace the full pipeline: query construction → API call → response parsing → message extraction. Opens DevTools console and filter for
[LLM]to identify failure point.Updated
LLM_INTEGRATION.mdwith debugging workflow and expected log format.💡 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.