AI Agent Autonomous Workflow Traces & Tool Selection Log

{"trace_id":"TRACE_10000","agent_model":"claude-sonnet-4","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #1)","total_steps":3,"tools_invoked":["search_catalog","fetch_market_data"],"token_cost_input":4200,"token_cost_output":1800,"latency_total_sec":"4.20","final_execution_status":"success","error_retry_count":1}
{"trace_id":"TRACE_10001","agent_model":"gpt-4o","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #2)","total_steps":4,"tools_invoked":["scrape_web","parse_pdf"],"token_cost_input":4350,"token_cost_output":1880,"latency_total_sec":"5.21","final_execution_status":"success","error_retry_count":0}
{"trace_id":"TRACE_10002","agent_model":"claude-sonnet-4","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #3)","total_steps":5,"tools_invoked":["execute_code","query_database"],"token_cost_input":4500,"token_cost_output":1960,"latency_total_sec":"5.97","final_execution_status":"success","error_retry_count":0}
{"trace_id":"TRACE_10003","agent_model":"gpt-4o","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #4)","total_steps":6,"tools_invoked":["search_catalog","fetch_market_data"],"token_cost_input":4650,"token_cost_output":2040,"latency_total_sec":"6.29","final_execution_status":"success","error_retry_count":0}
{"trace_id":"TRACE_10004","agent_model":"claude-sonnet-4","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #5)","total_steps":3,"tools_invoked":["scrape_web","parse_pdf"],"token_cost_input":4800,"token_cost_output":2120,"latency_total_sec":"6.11","final_execution_status":"success","error_retry_count":0}
{"trace_id":"TRACE_10005","agent_model":"gpt-4o","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #6)","total_steps":4,"tools_invoked":["execute_code","query_database"],"token_cost_input":4950,"token_cost_output":2200,"latency_total_sec":"5.46","final_execution_status":"success","error_retry_count":0}
{"trace_id":"TRACE_10006","agent_model":"claude-sonnet-4","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #7)","total_steps":5,"tools_invoked":["search_catalog","fetch_market_data"],"token_cost_input":5100,"token_cost_output":2280,"latency_total_sec":"4.50","final_execution_status":"success","error_retry_count":0}
{"trace_id":"TRACE_10007","agent_model":"gpt-4o","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #8)","total_steps":6,"tools_invoked":["scrape_web","parse_pdf"],"token_cost_input":5250,"token_cost_output":2360,"latency_total_sec":"3.46","final_execution_status":"success","error_retry_count":1}
{"trace_id":"TRACE_10008","agent_model":"claude-sonnet-4","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #9)","total_steps":3,"tools_invoked":["execute_code","query_database"],"token_cost_input":5400,"token_cost_output":2440,"latency_total_sec":"2.61","final_execution_status":"success","error_retry_count":0}
{"trace_id":"TRACE_10009","agent_model":"gpt-4o","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #10)","total_steps":4,"tools_invoked":["search_catalog","fetch_market_data"],"token_cost_input":5550,"token_cost_output":2520,"latency_total_sec":"2.15","final_execution_status":"success","error_retry_count":0}
{"trace_id":"TRACE_10010","agent_model":"claude-sonnet-4","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #11)","total_steps":5,"tools_invoked":["scrape_web","parse_pdf"],"token_cost_input":5700,"token_cost_output":2600,"latency_total_sec":"2.19","final_execution_status":"success","error_retry_count":0}
{"trace_id":"TRACE_10011","agent_model":"gpt-4o","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #12)","total_steps":6,"tools_invoked":["execute_code","query_database"],"token_cost_input":5850,"token_cost_output":2680,"latency_total_sec":"2.72","final_execution_status":"success","error_retry_count":0}
{"trace_id":"TRACE_10012","agent_model":"claude-sonnet-4","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #13)","total_steps":3,"tools_invoked":["search_catalog","fetch_market_data"],"token_cost_input":6000,"token_cost_output":2760,"latency_total_sec":"3.61","final_execution_status":"success","error_retry_count":0}
{"trace_id":"TRACE_10013","agent_model":"gpt-4o","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #14)","total_steps":4,"tools_invoked":["scrape_web","parse_pdf"],"token_cost_input":6150,"token_cost_output":2840,"latency_total_sec":"4.65","final_execution_status":"success","error_retry_count":0}
{"trace_id":"TRACE_10014","agent_model":"claude-sonnet-4","user_goal":"Autonomous workflow execution for financial analysis and report synthesis (Task #15)","total_steps":5,"tools_invoked":["execute_code","query_database"],"token_cost_input":6300,"token_cost_output":2920,"latency_total_sec":"5.58","final_execution_status":"success","error_retry_count":1}