| name: agentdebugger-env |
| version: 1.0.0 |
| description: > |
| A live, iterative debugging environment where AI agents fix broken code |
| by forming hypotheses, submitting fixes, observing test output, and |
| iterating — benchmarking genuine agentic reasoning through a |
| hypothesis-test-fix feedback loop. |
| domain: software_engineering |
| tags: |
| - debugging |
| - agentic-reasoning |
| - code-repair |
| - openenv |
| - software-engineering |
| observation_type: structured |
| action_type: structured |
| reward_type: dense |
| episode_termination: action_or_step_limit |
| inference_script: inference.py |
| tasks: |
| - id: easy |
| name: Single Function Off-By-One Bug |
| difficulty: easy |
| max_attempts: 5 |
| max_steps: 8 |
| tests_total: 8 |
| description: > |
| Binary search with an off-by-one termination condition. |
| Clear error message, 1-2 iterations expected. |
| - id: medium |
| name: Red Herring — Interdependent Function Bug |
| difficulty: medium |
| max_attempts: 7 |
| max_steps: 15 |
| tests_total: 10 |
| description: > |
| Authentication module where error points to the wrong function. |
| Agent must trace data flow backwards from symptom to root cause. |
| - id: hard |
| name: Concurrency Race Condition |
| difficulty: hard |
| max_attempts: 10 |
| max_steps: 25 |
| tests_total: 8 |
| description: > |
| Thread-safe counter with a race condition invisible to sequential tests. |
| Agent must design a concurrent test to surface the bug, then fix it. |
| baseline: |
| model: gpt-4o |
| script: inference.py |
| mean_score: 0.51 |
| scores: |
| easy: 0.85 |
| medium: 0.50 |
| hard: 0.18 |
| author: shashaank |
| license: MIT |
| huggingface_space: shashaank0707/AgentDebugger-env |
| api_base_url_env_var: API_BASE_URL |
| model_name_env_var: MODEL_NAME |
| hf_token_env_var: HF_TOKEN |
|
|
