warren830 opened a new pull request, #8767: URL: https://github.com/apache/incubator-devlake/pull/8767
## Summary - **New**: Ingest S3 logging data (`GenerateAssistantResponse` + `GenerateCompletions`) into new `_tool_q_dev_chat_log` and `_tool_q_dev_completion_log` tables - **New**: "Kiro AI Activity Insights" dashboard (10 panels) — model usage distribution, active hours heatmap, conversation depth, Kiro feature adoption (Steering/Spec), file type usage, prompt/response length trends - **Enhanced**: "Kiro Code Metrics Dashboard" with DocGeneration, TestGeneration, and Dev (Agentic) metric panels - **Fixed**: "Kiro Usage Dashboard" per-user table now sorted by `user_id` ### New fields extracted from logging data - `model_id` — which AI model was used (claude-opus-4.6, simple-task, auto) - `prompt_length` / `response_length` — conversation complexity metrics - `open_file_count` / `active_file_name` — user's editor context - `has_steering` / `is_spec_mode` — Kiro feature adoption tracking ## Test plan - [x] `go build ./plugins/q_dev/...` passes - [x] `go test ./plugins/q_dev/...` all pass - [ ] Deploy and verify dashboards render correctly in Grafana - [ ] Run pipeline with logging S3 prefix to verify data ingestion 🤖 Generated with [Claude Code](https://claude.com/claude-code) -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
