{ "execution_logs": [ { "task_id": "task_001", "agent_id": "research_agent_1", "task_type": "web_research", "task_description": "Research recent developments in artificial intelligence", "start_time": "2024-01-15T09:00:00Z", "end_time": "2024-01-15T09:02:34Z", "duration_ms": 154000, "status": "success", "actions": [ { "type": "tool_call", "tool_name": "web_search", "duration_ms": 2300, "success": true, "parameters": { "query": "artificial intelligence developments 2024", "limit": 10 } }, { "type": "tool_call", "tool_name": "web_search", "duration_ms": 2100, "success": true, "parameters": { "query": "machine learning breakthroughs recent", "limit": 5 } }, { "type": "analysis", "description": "Synthesize search results", "duration_ms": 149600, "success": true } ], "results": { "summary": "Found 15 relevant sources covering recent AI developments including GPT-4 improvements, autonomous vehicle progress, and medical AI applications.", "sources_found": 15, "quality_score": 0.92 }, "tokens_used": { "input_tokens": 1250, "output_tokens": 2800, "total_tokens": 4050 }, "cost_usd": 0.081, "error_details": null, "tools_used": ["web_search"], "retry_count": 0, "metadata": { "user_id": "user_123", "session_id": "session_abc", "request_priority": "normal" } }, { "task_id": "task_002", "agent_id": "data_agent_1", "task_type": "data_analysis", "task_description": "Analyze sales performance data for Q4 2023", "start_time": "2024-01-15T09:05:00Z", "end_time": "2024-01-15T09:07:45Z", "duration_ms": 165000, "status": "success", "actions": [ { "type": "data_ingestion", "description": "Load Q4 sales data", "duration_ms": 5000, "success": true }, { "type": "tool_call", "tool_name": "data_analyzer", "duration_ms": 155000, "success": true, "parameters": { "analysis_type": "descriptive", "target_column": "revenue" } }, { "type": "visualization", "description": "Generate charts and graphs", "duration_ms": 5000, "success": true } ], "results": { "insights": [ "Revenue increased by 15% compared to Q3", "December was the strongest month", "Product category A led growth" ], "charts_generated": 4, "quality_score": 0.88 }, "tokens_used": { "input_tokens": 3200, "output_tokens": 1800, "total_tokens": 5000 }, "cost_usd": 0.095, "error_details": null, "tools_used": ["data_analyzer"], "retry_count": 0, "metadata": { "user_id": "user_456", "session_id": "session_def", "request_priority": "high" } }, { "task_id": "task_003", "agent_id": "document_agent_1", "task_type": "document_processing", "task_description": "Extract key information from research paper PDF", "start_time": "2024-01-15T09:10:00Z", "end_time": "2024-01-15T09:12:20Z", "duration_ms": 140000, "status": "partial", "actions": [ { "type": "tool_call", "tool_name": "document_processor", "duration_ms": 135000, "success": true, "parameters": { "document_url": "https://example.com/research.pdf", "processing_mode": "key_points" } }, { "type": "validation", "description": "Validate extracted content", "duration_ms": 5000, "success": false, "error": "Content validation failed - missing abstract" } ], "results": { "extracted_content": "Partial content extracted successfully", "pages_processed": 12, "validation_issues": ["Missing abstract section"], "quality_score": 0.65 }, "tokens_used": { "input_tokens": 5400, "output_tokens": 3200, "total_tokens": 8600 }, "cost_usd": 0.172, "error_details": { "error_type": "validation_error", "error_message": "Document structure validation failed", "affected_section": "abstract" }, "tools_used": ["document_processor"], "retry_count": 1, "metadata": { "user_id": "user_789", "session_id": "session_ghi", "request_priority": "normal" } }, { "task_id": "task_004", "agent_id": "communication_agent_1", "task_type": "notification", "task_description": "Send completion notification to project stakeholders", "start_time": "2024-01-15T09:15:00Z", "end_time": "2024-01-15T09:15:08Z", "duration_ms": 8000, "status": "success", "actions": [ { "type": "tool_call", "tool_name": "notification_sender", "duration_ms": 7500, "success": true, "parameters": { "recipients": ["manager@example.com", "team@example.com"], "message": "Project analysis completed successfully", "channel": "email" } } ], "results": { "notifications_sent": 2, "delivery_confirmations": 2, "quality_score": 1.0 }, "tokens_used": { "input_tokens": 200, "output_tokens": 150, "total_tokens": 350 }, "cost_usd": 0.007, "error_details": null, "tools_used": ["notification_sender"], "retry_count": 0, "metadata": { "user_id": "system", "session_id": "session_jkl", "request_priority": "normal" } }, { "task_id": "task_005", "agent_id": "research_agent_2", "task_type": "web_research", "task_description": "Research competitive landscape analysis", "start_time": "2024-01-15T09:20:00Z", "end_time": "2024-01-15T09:25:30Z", "duration_ms": 330000, "status": "failure", "actions": [ { "type": "tool_call", "tool_name": "web_search", "duration_ms": 2800, "success": true, "parameters": { "query": "competitive analysis software industry", "limit": 15 } }, { "type": "tool_call", "tool_name": "web_search", "duration_ms": 30000, "success": false, "error": "Rate limit exceeded" }, { "type": "retry", "description": "Wait and retry search", "duration_ms": 60000, "success": false }, { "type": "tool_call", "tool_name": "web_search", "duration_ms": 30000, "success": false, "error": "Service timeout" } ], "results": { "partial_results": "Initial search completed, subsequent searches failed", "sources_found": 8, "quality_score": 0.3 }, "tokens_used": { "input_tokens": 800, "output_tokens": 400, "total_tokens": 1200 }, "cost_usd": 0.024, "error_details": { "error_type": "service_timeout", "error_message": "Web search service exceeded timeout limit", "retry_attempts": 2 }, "tools_used": ["web_search"], "retry_count": 2, "metadata": { "user_id": "user_101", "session_id": "session_mno", "request_priority": "high" } }, { "task_id": "task_006", "agent_id": "scheduler_agent_1", "task_type": "task_scheduling", "task_description": "Schedule weekly report generation", "start_time": "2024-01-15T09:30:00Z", "end_time": "2024-01-15T09:30:15Z", "duration_ms": 15000, "status": "success", "actions": [ { "type": "tool_call", "tool_name": "task_scheduler", "duration_ms": 12000, "success": true, "parameters": { "task_definition": { "action": "generate_report", "parameters": {"report_type": "weekly_summary"} }, "schedule": { "type": "recurring", "recurrence_pattern": "weekly" } } }, { "type": "validation", "description": "Verify schedule creation", "duration_ms": 3000, "success": true } ], "results": { "task_scheduled": true, "next_execution": "2024-01-22T09:30:00Z", "schedule_id": "sched_789", "quality_score": 1.0 }, "tokens_used": { "input_tokens": 300, "output_tokens": 200, "total_tokens": 500 }, "cost_usd": 0.01, "error_details": null, "tools_used": ["task_scheduler"], "retry_count": 0, "metadata": { "user_id": "user_202", "session_id": "session_pqr", "request_priority": "low" } }, { "task_id": "task_007", "agent_id": "data_agent_2", "task_type": "data_analysis", "task_description": "Analyze customer satisfaction survey results", "start_time": "2024-01-15T10:00:00Z", "end_time": "2024-01-15T10:04:25Z", "duration_ms": 265000, "status": "timeout", "actions": [ { "type": "data_ingestion", "description": "Load survey response data", "duration_ms": 15000, "success": true }, { "type": "tool_call", "tool_name": "data_analyzer", "duration_ms": 250000, "success": false, "error": "Operation timeout after 250 seconds" } ], "results": { "partial_analysis": "Data loaded but analysis incomplete", "records_processed": 5000, "total_records": 15000, "quality_score": 0.2 }, "tokens_used": { "input_tokens": 8000, "output_tokens": 1000, "total_tokens": 9000 }, "cost_usd": 0.18, "error_details": { "error_type": "timeout", "error_message": "Data analysis operation exceeded maximum allowed time", "timeout_limit_ms": 250000 }, "tools_used": ["data_analyzer"], "retry_count": 0, "metadata": { "user_id": "user_303", "session_id": "session_stu", "request_priority": "normal" } }, { "task_id": "task_008", "agent_id": "research_agent_1", "task_type": "web_research", "task_description": "Research industry best practices for remote work", "start_time": "2024-01-15T10:30:00Z", "end_time": "2024-01-15T10:33:15Z", "duration_ms": 195000, "status": "success", "actions": [ { "type": "tool_call", "tool_name": "web_search", "duration_ms": 2200, "success": true, "parameters": { "query": "remote work best practices 2024", "limit": 12 } }, { "type": "tool_call", "tool_name": "web_search", "duration_ms": 2400, "success": true, "parameters": { "query": "hybrid work policies companies", "limit": 8 } }, { "type": "content_synthesis", "description": "Synthesize findings from multiple sources", "duration_ms": 190400, "success": true } ], "results": { "comprehensive_report": "Detailed analysis of remote work best practices with industry examples", "sources_analyzed": 20, "key_insights": 8, "quality_score": 0.94 }, "tokens_used": { "input_tokens": 2800, "output_tokens": 4200, "total_tokens": 7000 }, "cost_usd": 0.14, "error_details": null, "tools_used": ["web_search"], "retry_count": 0, "metadata": { "user_id": "user_404", "session_id": "session_vwx", "request_priority": "normal" } }, { "task_id": "task_009", "agent_id": "document_agent_2", "task_type": "document_processing", "task_description": "Process and summarize quarterly financial report", "start_time": "2024-01-15T11:00:00Z", "end_time": "2024-01-15T11:02:30Z", "duration_ms": 150000, "status": "success", "actions": [ { "type": "tool_call", "tool_name": "document_processor", "duration_ms": 145000, "success": true, "parameters": { "document_url": "https://example.com/q4-financial-report.pdf", "processing_mode": "summary", "output_format": "json" } }, { "type": "quality_check", "description": "Validate summary completeness", "duration_ms": 5000, "success": true } ], "results": { "executive_summary": "Q4 revenue grew 12% YoY with strong performance in all segments", "key_metrics_extracted": 15, "summary_length": 500, "quality_score": 0.91 }, "tokens_used": { "input_tokens": 6500, "output_tokens": 2200, "total_tokens": 8700 }, "cost_usd": 0.174, "error_details": null, "tools_used": ["document_processor"], "retry_count": 0, "metadata": { "user_id": "user_505", "session_id": "session_yzA", "request_priority": "high" } }, { "task_id": "task_010", "agent_id": "communication_agent_2", "task_type": "notification", "task_description": "Send urgent system maintenance notification", "start_time": "2024-01-15T11:30:00Z", "end_time": "2024-01-15T11:30:45Z", "duration_ms": 45000, "status": "failure", "actions": [ { "type": "tool_call", "tool_name": "notification_sender", "duration_ms": 30000, "success": false, "error": "Authentication failed - invalid API key", "parameters": { "recipients": ["all-users@example.com"], "message": "Scheduled maintenance tonight 11 PM - 2 AM", "channel": "email", "priority": "urgent" } }, { "type": "retry", "description": "Retry with backup credentials", "duration_ms": 15000, "success": false, "error": "Backup authentication also failed" } ], "results": { "notifications_sent": 0, "delivery_failures": 1, "quality_score": 0.0 }, "tokens_used": { "input_tokens": 150, "output_tokens": 50, "total_tokens": 200 }, "cost_usd": 0.004, "error_details": { "error_type": "authentication_error", "error_message": "Failed to authenticate with notification service", "retry_attempts": 1 }, "tools_used": ["notification_sender"], "retry_count": 1, "metadata": { "user_id": "system", "session_id": "session_BcD", "request_priority": "urgent" } } ] }