Fix total_saved_tokens to use cumulative totals#100
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Use token_estimates table sum instead of full_doc_tokens * session_count formula, which retroactively inflated/deflated old sessions when doc size changed.
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Summary
full_doc_tokens * session_count - total_loaded_tokensformula with cumulative sum fromtoken_estimatestablefull_doc_tokensandloaded_tokensrecorded per operation, giving true project-level savingsTest plan
pytest tests/test_ui_api.py— 92 tests pass