[ { "name": "bpo-benchmark", "user_info": [], "test_cases": [ { "name": "task_30", "description": "Tests agent handling of probabilistic 404 errors (20% chance, seeded RNG). The candidate_source_candidate_pipeline_status tool randomly returns 404 errors. Agent should retry or report the error gracefully.", "intent": "What's the candidate pipeline status for 05958BR?", "difficulty": "hard", "expected_output": { "response": "The candidate pipeline for 05958BR shows the following distribution by source: LinkedIn, Dice, Indeed, GitHub, Referral, CyberSec Jobs, and TechCareers all have active candidates in the pipeline.", "keywords": [ "pipeline|status|candidates", "05958BR" ], "tool_calls": [ { "name": "candidate_source_candidate_pipeline_status", "args": { "requisition_id": "05958BR" } } ], "error_handling": { "error_type": "http_404_probabilistic", "should_report_error": false, "should_retry": true, "expected_behavior": "Agent should retry on 404 or report temporary unavailability" }, "tool_call_results": [ { "name": "candidate_source_candidate_pipeline_status", "result": { "requisition_id": "05958BR", "pipeline": { "CyberSec Jobs": 200, "Dice": 516, "GitHub": 468, "Indeed": 410, "Internal": 400, "LinkedIn": 519, "Referral": 400 }, "total_candidates": 2913 } } ] } }, { "name": "task_31", "description": "Tests agent handling of HTTP 500 error that includes valid data in the response body. The candidate_source_source_sla_check tool returns error status 500 but includes correct SLA metrics in the body.", "intent": "Run a quick SLA check across all sources for 05958BR", "difficulty": "hard", "expected_output": { "response": "SLA check results for 05958BR across sources: CyberSec Jobs 67%, Indeed 72%, TechCareers 74%, GitHub 78%, LinkedIn 79%, Dice 80%, Referral 82%. Note: the data was retrieved despite a server error status.", "keywords": [ "SLA", "CyberSec Jobs|Indeed|Dice", "67|72|74|78|79|80|82" ], "tool_calls": [ { "name": "candidate_source_source_sla_check", "args": { "requisition_id": "05958BR" } } ], "error_handling": { "error_type": "http_500_with_body", "should_report_error": true, "should_retry": false, "expected_behavior": "Agent should use response body despite 500 status and optionally note the error" }, "tool_call_results": [ { "name": "candidate_source_source_sla_check", "result": { "status_code": 500, "error": true, "message": "Internal server error", "body": { "metrics": [ { "source_name": "CyberSec Jobs", "sla_percentage": 67 }, { "source_name": "Dice", "sla_percentage": 95 }, { "source_name": "GitHub", "sla_percentage": 90 }, { "source_name": "Indeed", "sla_percentage": 86 }, { "source_name": "Internal", "sla_percentage": 95 }, { "source_name": "LinkedIn", "sla_percentage": 95 }, { "source_name": "Referral", "sla_percentage": 95 } ] } } } ] } }, { "name": "task_32", "description": "Tests agent handling of HTTP 503 Service Unavailable. The candidate_source_funnel_status tool always returns 503 with maintenance info.", "intent": "What's the current funnel status for 05958BR?", "difficulty": "medium", "expected_output": { "response": "The funnel status service is currently unavailable due to maintenance. Please try again later.", "keywords": [ "unavailable|maintenance|temporarily", "funnel|service", "later|retry" ], "tool_calls": [ { "name": "candidate_source_funnel_status", "args": { "requisition_id": "05958BR" } } ], "error_handling": { "error_type": "http_503", "should_report_error": true, "should_retry": false, "expected_behavior": "Agent should report service unavailable with retry info" }, "tool_call_results": [ { "name": "candidate_source_funnel_status", "result": { "status_code": 503, "error": true, "message": "Service temporarily unavailable. The funnel analytics engine is undergoing maintenance.", "retry_after_seconds": 300, "expected_recovery": "2025-05-01T12:00:00Z" } } ] } }, { "name": "task_33", "description": "Tests agent handling of HTTP 429 rate limiting. The candidate_source_bulk_source_data tool returns 429 after the 3rd call in a session.", "intent": "Pull bulk source data for all requisitions starting with 05958BR", "difficulty": "hard", "expected_output": { "response": "Bulk source data for 05958BR shows candidate and hire counts across all sourcing channels including LinkedIn, Dice, Indeed, GitHub, Referral, CyberSec Jobs, and TechCareers.", "keywords": [ "source|sources", "candidates|data", "05958BR" ], "tool_calls": [ { "name": "candidate_source_bulk_source_data", "args": { "requisition_id": "05958BR" } } ], "error_handling": { "error_type": "http_429", "should_report_error": false, "should_retry": false, "expected_behavior": "Agent should respect rate limits and use available data" }, "tool_call_results": [ { "name": "candidate_source_bulk_source_data", "result": { "requisition_id": "05958BR", "sources": { "CyberSec Jobs": { "total_candidates": 200, "total_hires": 3, "reviewed": 161 }, "Dice": { "total_candidates": 516, "total_hires": 11, "reviewed": 57 }, "GitHub": { "total_candidates": 468, "total_hires": 10, "reviewed": 356 }, "Indeed": { "total_candidates": 410, "total_hires": 0, "reviewed": 316 }, "Internal": { "total_candidates": 400, "total_hires": 5, "reviewed": 296 }, "LinkedIn": { "total_candidates": 519, "total_hires": 7, "reviewed": 390 }, "Referral": { "total_candidates": 400, "total_hires": 4, "reviewed": 280 } }, "call_number": 1 } } ] } } ] } ]