feat: Lemonade version mismatch warning, eval perf tracking, MCP stats#637
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kovtcharov merged 6 commits intomainfrom Mar 30, 2026
Merged
feat: Lemonade version mismatch warning, eval perf tracking, MCP stats#637kovtcharov merged 6 commits intomainfrom
kovtcharov merged 6 commits intomainfrom
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- Warn when Lemonade Server version doesn't match expected (minor/patch), not just on major version mismatch. Also check server-reported version from health endpoint and display it during initialization. - Add performance data collection to eval framework: per-turn inference stats (tok/s, TTFT, token counts) aggregated into scenario and scorecard summaries. - Capture inference stats from SSE done events in agent_ui_mcp and expose them in get_messages responses. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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…alth get_status() previously took ctx_size from the first model in all_models_loaded, which could be an embedding model with an irrelevant context size. Now iterates to find the first non-embedding model, falling back to the legacy health.context_size field.
… errors Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Fix pylint W1404: merge implicit string concatenation in version warning - Fix flake8 F401: remove unused pytest import in version check tests - Guard get_mcp_status_report() against None _mcp_manager (crashes when MCP dependencies are not installed) - Use `or 0` pattern in MCP perf logging to handle None stat values
itomek
approved these changes
Mar 30, 2026
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Summary
doneSSE events and surfaces them in MCP responsesTest plan
python -m pytest tests/unit/test_lemonade_version_check.py -xvsgaia evaland verify performance summary in scorecard