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5fb143169b
Adds schema v7 'api_call_count' column. run_agent.py increments it by 1 per LLM API call, web_server analytics SQL aggregates it, frontend uses the real counter instead of summing sessions. The 'API Calls' card on the analytics dashboard previously displayed COUNT(*) from the sessions table — the number of conversations, not LLM requests. Each session makes 10-90 API calls through the tool loop, so the reported number was ~30x lower than real. Salvaged from PR #10140 (@kshitijk4poor). The cache-token accuracy portions of the original PR were deferred — per-provider analytics is the better path there, since cache_write_tokens and actual_cost_usd are only reliably available from a subset of providers (Anthropic native, Codex Responses, OpenRouter with usage.include). Tests: - schema_version v7 assertion - migration v2 -> v7 adds api_call_count column with default 0 - update_token_counts increments api_call_count by provided delta - absolute=True sets api_call_count directly - /api/analytics/usage exposes total_api_calls in totals |
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