{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_round_robin.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_round_robin\",\"diff\":\"assert len(round_robin(['t1','t2','t3'], ['w1','w2'])) == 2\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_round_robin.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_round_robin.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_round_robin\",\"diff\":\"assert len(round_robin(['t1','t2','t3'], ['w1','w2'])) == 2\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_round_robin.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_round_robin.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_round_robin\",\"diff\":\"assert len(round_robin(['t1','t2','t3'], ['w1','w2'])) == 2\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_round_robin.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_round_robin.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_round_robin\",\"diff\":\"assert len(round_robin(['t1','t2','t3'], ['w1','w2'])) == 2\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_round_robin.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_round_robin.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_round_robin\",\"diff\":\"assert len(round_robin(['t1','t2','t3'], ['w1','w2'])) == 2\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_round_robin.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_cache_eviction.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_cache_eviction\",\"diff\":\"c = LRUCache(1); c.put('a',1); c.put('b',2); assert c.get('a') is None\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_cache_eviction.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_cache_eviction.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_cache_eviction\",\"diff\":\"c = LRUCache(1); c.put('a',1); c.put('b',2); assert c.get('a') is None\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_cache_eviction.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_cache_eviction.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_cache_eviction\",\"diff\":\"c = LRUCache(1); c.put('a',1); c.put('b',2); assert c.get('a') is None\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_cache_eviction.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: FAIL\n test_blast_radius_metric: FAIL\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/deployment_controller.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/deployment_controller.py\",\"diff\":\"def canary_decision(error_rate, threshold=0.05):\\n return 'rollback' if error_rate > threshold else 'promote'\\n\\ndef blast_radius(affected, total):\\n if total <= 0:\\n return 0.0\\n return affected / total\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/deployment_controller.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: FAIL\n test_blast_radius_metric: FAIL\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/deployment_controller.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/deployment_controller.py\",\"diff\":\"def canary_decision(error_rate, threshold=0.05):\\n return 'rollback' if error_rate > threshold else 'promote'\\n\\ndef blast_radius(affected, total):\\n if total <= 0:\\n return 0.0\\n return affected / total\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/deployment_controller.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: FAIL\n test_blast_radius_metric: FAIL\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/deployment_controller.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/deployment_controller.py\",\"diff\":\"def canary_decision(error_rate, threshold=0.05):\\n return 'rollback' if error_rate > threshold else 'promote'\\n\\ndef blast_radius(affected, total):\\n if total <= 0:\\n return 0.0\\n return affected / total\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/deployment_controller.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: FAIL\n test_blast_radius_metric: FAIL\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/deployment_controller.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/deployment_controller.py\",\"diff\":\"def canary_decision(error_rate, threshold=0.05):\\n return 'rollback' if error_rate > threshold else 'promote'\\n\\ndef blast_radius(affected, total):\\n if total <= 0:\\n return 0.0\\n return affected / total\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/deployment_controller.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: FAIL\n test_blast_radius_metric: FAIL\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/deployment_controller.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/deployment_controller.py\",\"diff\":\"def canary_decision(error_rate, threshold=0.05):\\n return 'rollback' if error_rate > threshold else 'promote'\\n\\ndef blast_radius(affected, total):\\n if total <= 0:\\n return 0.0\\n return affected / total\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/deployment_controller.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: FAIL\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_blast_radius_metric.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_blast_radius_metric\",\"diff\":\"assert blast_radius(2, 10) == 0.2\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_blast_radius_metric.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: FAIL\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_blast_radius_metric.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_blast_radius_metric\",\"diff\":\"assert blast_radius(2, 10) == 0.2\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_blast_radius_metric.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: FAIL\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_blast_radius_metric.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_blast_radius_metric\",\"diff\":\"assert blast_radius(2, 10) == 0.2\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_blast_radius_metric.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: FAIL\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_blast_radius_metric.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_blast_radius_metric\",\"diff\":\"assert blast_radius(2, 10) == 0.2\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_blast_radius_metric.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: FAIL\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_blast_radius_metric.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_blast_radius_metric\",\"diff\":\"assert blast_radius(2, 10) == 0.2\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_blast_radius_metric.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var TIMEOUT.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"TIMEOUT=30\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var TIMEOUT.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var TIMEOUT.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"TIMEOUT=30\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var TIMEOUT.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var TIMEOUT.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"TIMEOUT=30\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var TIMEOUT.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: FAIL\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_missing.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_missing\",\"diff\":\"assert validate_schema({'a': 1}, ['a', 'b'])[0] == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_missing.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: FAIL\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_missing.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_missing\",\"diff\":\"assert validate_schema({'a': 1}, ['a', 'b'])[0] == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_missing.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: FAIL\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_missing.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_missing\",\"diff\":\"assert validate_schema({'a': 1}, ['a', 'b'])[0] == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_missing.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: FAIL\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_missing.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_missing\",\"diff\":\"assert validate_schema({'a': 1}, ['a', 'b'])[0] == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_missing.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: FAIL\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_missing.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_missing\",\"diff\":\"assert validate_schema({'a': 1}, ['a', 'b'])[0] == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_missing.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: FAIL\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: FAIL\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: FAIL\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: FAIL\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: FAIL\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/utils.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/utils.py\",\"diff\":\"def safe_divide(a, b):\\n return a / b if b != 0 else 0\\n\\ndef clamp(value, lo, hi):\\n return max(lo, min(hi, value))\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/utils.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/utils.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/utils.py\",\"diff\":\"def safe_divide(a, b):\\n return a / b if b != 0 else 0\\n\\ndef clamp(value, lo, hi):\\n return max(lo, min(hi, value))\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/utils.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/utils.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/utils.py\",\"diff\":\"def safe_divide(a, b):\\n return a / b if b != 0 else 0\\n\\ndef clamp(value, lo, hi):\\n return max(lo, min(hi, value))\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/utils.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/utils.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/utils.py\",\"diff\":\"def safe_divide(a, b):\\n return a / b if b != 0 else 0\\n\\ndef clamp(value, lo, hi):\\n return max(lo, min(hi, value))\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/utils.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/utils.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/utils.py\",\"diff\":\"def safe_divide(a, b):\\n return a / b if b != 0 else 0\\n\\ndef clamp(value, lo, hi):\\n return max(lo, min(hi, value))\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/utils.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: FAIL\n test_blast_radius_metric: FAIL\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/utils.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/utils.py\",\"diff\":\"def safe_divide(a, b):\\n return a / b if b != 0 else 0\\n\\ndef clamp(value, lo, hi):\\n return max(lo, min(hi, value))\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/utils.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: FAIL\n test_blast_radius_metric: FAIL\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/utils.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/utils.py\",\"diff\":\"def safe_divide(a, b):\\n return a / b if b != 0 else 0\\n\\ndef clamp(value, lo, hi):\\n return max(lo, min(hi, value))\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/utils.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: FAIL\n test_blast_radius_metric: FAIL\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/utils.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/utils.py\",\"diff\":\"def safe_divide(a, b):\\n return a / b if b != 0 else 0\\n\\ndef clamp(value, lo, hi):\\n return max(lo, min(hi, value))\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/utils.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: FAIL\n test_blast_radius_metric: FAIL\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/utils.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/utils.py\",\"diff\":\"def safe_divide(a, b):\\n return a / b if b != 0 else 0\\n\\ndef clamp(value, lo, hi):\\n return max(lo, min(hi, value))\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/utils.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: FAIL\n test_blast_radius_metric: FAIL\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/utils.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/utils.py\",\"diff\":\"def safe_divide(a, b):\\n return a / b if b != 0 else 0\\n\\ndef clamp(value, lo, hi):\\n return max(lo, min(hi, value))\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/utils.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: FAIL\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_divide_zero.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_divide_zero\",\"diff\":\"assert safe_divide(10, 0) == 0\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_divide_zero.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: FAIL\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_divide_zero.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_divide_zero\",\"diff\":\"assert safe_divide(10, 0) == 0\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_divide_zero.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: FAIL\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_divide_zero.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_divide_zero\",\"diff\":\"assert safe_divide(10, 0) == 0\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_divide_zero.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: FAIL\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_divide_zero.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_divide_zero\",\"diff\":\"assert safe_divide(10, 0) == 0\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_divide_zero.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: FAIL\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_divide_zero.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_divide_zero\",\"diff\":\"assert safe_divide(10, 0) == 0\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_divide_zero.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_gateway_auth_block.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_gateway_auth_block\",\"diff\":\"res = route_request('/orders', auth_ok=False); assert res['status'] == 401\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_gateway_auth_block.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_gateway_auth_block.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_gateway_auth_block\",\"diff\":\"res = route_request('/orders', auth_ok=False); assert res['status'] == 401\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_gateway_auth_block.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_gateway_auth_block.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_gateway_auth_block\",\"diff\":\"res = route_request('/orders', auth_ok=False); assert res['status'] == 401\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_gateway_auth_block.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_gateway_auth_block.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_gateway_auth_block\",\"diff\":\"res = route_request('/orders', auth_ok=False); assert res['status'] == 401\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_gateway_auth_block.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_gateway_auth_block.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_gateway_auth_block\",\"diff\":\"res = route_request('/orders', auth_ok=False); assert res['status'] == 401\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_gateway_auth_block.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_round_robin: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_permissions_admin.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_permissions_admin\",\"diff\":\"import json; p = json.loads(open('schema/permissions.json').read()); assert 'write' in p['admin']\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_permissions_admin.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_permissions_admin.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_permissions_admin\",\"diff\":\"import json; p = json.loads(open('schema/permissions.json').read()); assert 'write' in p['admin']\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_permissions_admin.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_permissions_admin.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_permissions_admin\",\"diff\":\"import json; p = json.loads(open('schema/permissions.json').read()); assert 'write' in p['admin']\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_permissions_admin.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_permissions_admin.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_permissions_admin\",\"diff\":\"import json; p = json.loads(open('schema/permissions.json').read()); assert 'write' in p['admin']\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_permissions_admin.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_permissions_admin.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_permissions_admin\",\"diff\":\"import json; p = json.loads(open('schema/permissions.json').read()); assert 'write' in p['admin']\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_permissions_admin.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: FAIL\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_range_fail.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_range_fail\",\"diff\":\"assert validate_range(15, 0, 10) == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_range_fail.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: FAIL\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_range_fail.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_range_fail\",\"diff\":\"assert validate_range(15, 0, 10) == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_range_fail.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: FAIL\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_range_fail.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_range_fail\",\"diff\":\"assert validate_range(15, 0, 10) == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_range_fail.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: FAIL\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_range_fail.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_range_fail\",\"diff\":\"assert validate_range(15, 0, 10) == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_range_fail.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: FAIL\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_range_fail.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_range_fail\",\"diff\":\"assert validate_range(15, 0, 10) == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_range_fail.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var TIMEOUT.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"TIMEOUT=30\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var TIMEOUT.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var TIMEOUT.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"TIMEOUT=30\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var TIMEOUT.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var TIMEOUT.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"TIMEOUT=30\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var TIMEOUT.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var LOG_LEVEL.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"LOG_LEVEL=INFO\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var LOG_LEVEL.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var LOG_LEVEL.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"LOG_LEVEL=INFO\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var LOG_LEVEL.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var LOG_LEVEL.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"LOG_LEVEL=INFO\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var LOG_LEVEL.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: FAIL\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_ok.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_ok\",\"diff\":\"assert validate_schema({'a': 1, 'b': 2}, ['a', 'b']) == (True, [])\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_ok.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: FAIL\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_ok.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_ok\",\"diff\":\"assert validate_schema({'a': 1, 'b': 2}, ['a', 'b']) == (True, [])\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_ok.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: FAIL\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_ok.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_ok\",\"diff\":\"assert validate_schema({'a': 1, 'b': 2}, ['a', 'b']) == (True, [])\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_ok.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: FAIL\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_ok.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_ok\",\"diff\":\"assert validate_schema({'a': 1, 'b': 2}, ['a', 'b']) == (True, [])\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_ok.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: FAIL\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_ok.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_ok\",\"diff\":\"assert validate_schema({'a': 1, 'b': 2}, ['a', 'b']) == (True, [])\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_ok.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_auth_token_validation: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_missing.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_missing\",\"diff\":\"assert validate_schema({'a': 1}, ['a', 'b'])[0] == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_missing.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_auth_token_validation: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_missing.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_missing\",\"diff\":\"assert validate_schema({'a': 1}, ['a', 'b'])[0] == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_missing.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_auth_token_validation: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_missing.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_missing\",\"diff\":\"assert validate_schema({'a': 1}, ['a', 'b'])[0] == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_missing.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_auth_token_validation: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_missing.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_missing\",\"diff\":\"assert validate_schema({'a': 1}, ['a', 'b'])[0] == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_missing.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: FAIL\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_auth_token_validation: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_validate_schema_missing.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_validate_schema_missing\",\"diff\":\"assert validate_schema({'a': 1}, ['a', 'b'])[0] == False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_validate_schema_missing.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/auth_service.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/auth_service.py\",\"diff\":\"def validate_token(token):\\n return isinstance(token, str) and token.startswith('tok_') and len(token) > 8\\n\\ndef issue_token(user_id):\\n return f'tok_{user_id}_signed'\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/auth_service.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var PERM_READ_CONFIG.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"PERM_READ_CONFIG=true\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var PERM_READ_CONFIG.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var PERM_READ_CONFIG.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"PERM_READ_CONFIG=true\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var PERM_READ_CONFIG.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var PERM_READ_CONFIG.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"PERM_READ_CONFIG=true\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var PERM_READ_CONFIG.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var PERM_READ_CONFIG.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"PERM_READ_CONFIG=true\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var PERM_READ_CONFIG.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: FAIL\n test_divide_zero: FAIL\n test_clamp_in_range: FAIL\n test_clamp_below: FAIL\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var PERM_READ_CONFIG.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"PERM_READ_CONFIG=true\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var PERM_READ_CONFIG.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix off_by_one in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix off_by_one in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var PERM_READ_CONFIG.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"PERM_READ_CONFIG=true\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var PERM_READ_CONFIG.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var PERM_READ_CONFIG.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"PERM_READ_CONFIG=true\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var PERM_READ_CONFIG.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var PERM_READ_CONFIG.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"PERM_READ_CONFIG=true\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var PERM_READ_CONFIG.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var PERM_READ_CONFIG.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"PERM_READ_CONFIG=true\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var PERM_READ_CONFIG.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: FAIL\n test_gateway_auth_block: FAIL\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var PERM_READ_CONFIG.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"PERM_READ_CONFIG=true\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var PERM_READ_CONFIG.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: FAIL\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring missing env var API_KEY.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"env.config\",\"diff\":\"API_KEY=secret_env_key\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring missing env var API_KEY.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: FAIL\n test_mean_empty: FAIL\n test_variance: FAIL\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: FAIL\n test_mean_empty: FAIL\n test_variance: FAIL\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: FAIL\n test_mean_empty: FAIL\n test_variance: FAIL\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: FAIL\n test_mean_empty: FAIL\n test_variance: FAIL\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: FAIL\n test_vitality_zero: FAIL\n test_vitality_full: FAIL\n test_vitality_empty: FAIL\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: FAIL\n test_mean_empty: FAIL\n test_variance: FAIL\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/core.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/core.py\",\"diff\":\"def calculate_vitality(tests_passed, total_tests):\\n if total_tests == 0:\\n return 0\\n return (tests_passed / total_tests) * 100\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/core.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_cache_put_get: FAIL\n test_cache_eviction: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/cache.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/cache.py\",\"diff\":\"class LRUCache:\\n def __init__(self, capacity):\\n self.capacity = capacity\\n self._store = {}\\n self._order = []\\n\\n def get(self, key):\\n if key in self._store:\\n self._order.remove(key)\\n self._order.append(key)\\n return self._store[key]\\n return None\\n\\n def put(self, key, value):\\n if key in self._store:\\n self._order.remove(key)\\n elif len(self._store) >= self.capacity:\\n oldest = self._order.pop(0)\\n del self._store[oldest]\\n self._store[key] = value\\n self._order.append(key)\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/cache.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_cache_put_get: FAIL\n test_cache_eviction: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/cache.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/cache.py\",\"diff\":\"class LRUCache:\\n def __init__(self, capacity):\\n self.capacity = capacity\\n self._store = {}\\n self._order = []\\n\\n def get(self, key):\\n if key in self._store:\\n self._order.remove(key)\\n self._order.append(key)\\n return self._store[key]\\n return None\\n\\n def put(self, key, value):\\n if key in self._store:\\n self._order.remove(key)\\n elif len(self._store) >= self.capacity:\\n oldest = self._order.pop(0)\\n del self._store[oldest]\\n self._store[key] = value\\n self._order.append(key)\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/cache.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_cache_put_get: FAIL\n test_cache_eviction: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/cache.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/cache.py\",\"diff\":\"class LRUCache:\\n def __init__(self, capacity):\\n self.capacity = capacity\\n self._store = {}\\n self._order = []\\n\\n def get(self, key):\\n if key in self._store:\\n self._order.remove(key)\\n self._order.append(key)\\n return self._store[key]\\n return None\\n\\n def put(self, key, value):\\n if key in self._store:\\n self._order.remove(key)\\n elif len(self._store) >= self.capacity:\\n oldest = self._order.pop(0)\\n del self._store[oldest]\\n self._store[key] = value\\n self._order.append(key)\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/cache.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_cache_put_get: FAIL\n test_cache_eviction: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/cache.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/cache.py\",\"diff\":\"class LRUCache:\\n def __init__(self, capacity):\\n self.capacity = capacity\\n self._store = {}\\n self._order = []\\n\\n def get(self, key):\\n if key in self._store:\\n self._order.remove(key)\\n self._order.append(key)\\n return self._store[key]\\n return None\\n\\n def put(self, key, value):\\n if key in self._store:\\n self._order.remove(key)\\n elif len(self._store) >= self.capacity:\\n oldest = self._order.pop(0)\\n del self._store[oldest]\\n self._store[key] = value\\n self._order.append(key)\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/cache.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_cache_put_get: FAIL\n test_cache_eviction: FAIL\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/cache.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/cache.py\",\"diff\":\"class LRUCache:\\n def __init__(self, capacity):\\n self.capacity = capacity\\n self._store = {}\\n self._order = []\\n\\n def get(self, key):\\n if key in self._store:\\n self._order.remove(key)\\n self._order.append(key)\\n return self._store[key]\\n return None\\n\\n def put(self, key, value):\\n if key in self._store:\\n self._order.remove(key)\\n elif len(self._store) >= self.capacity:\\n oldest = self._order.pop(0)\\n del self._store[oldest]\\n self._store[key] = value\\n self._order.append(key)\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/cache.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_parse_config: FAIL\n test_validate_schema_ok: FAIL\n test_validate_schema_missing: FAIL\n test_round_robin: FAIL\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 99.8%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_parse_config: FAIL\n test_validate_schema_ok: FAIL\n test_validate_schema_missing: FAIL\n test_round_robin: FAIL\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 99.5%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_parse_config: FAIL\n test_validate_schema_ok: FAIL\n test_validate_schema_missing: FAIL\n test_round_robin: FAIL\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 99.3%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_parse_config: FAIL\n test_validate_schema_ok: FAIL\n test_validate_schema_missing: FAIL\n test_round_robin: FAIL\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 99.1%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_parse_config: FAIL\n test_validate_schema_ok: FAIL\n test_validate_schema_missing: FAIL\n test_round_robin: FAIL\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/scheduler.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/scheduler.py\",\"diff\":\"def round_robin(tasks, workers):\\n assignment = {}\\n for i, task in enumerate(tasks):\\n worker = workers[i % len(workers)]\\n assignment.setdefault(worker, []).append(task)\\n return assignment\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/scheduler.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: FAIL\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_mean_basic.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_mean_basic\",\"diff\":\"assert mean([1, 2, 3]) == 2.0\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_mean_basic.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: FAIL\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_mean_basic.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_mean_basic\",\"diff\":\"assert mean([1, 2, 3]) == 2.0\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_mean_basic.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: FAIL\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_mean_basic.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_mean_basic\",\"diff\":\"assert mean([1, 2, 3]) == 2.0\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_mean_basic.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: FAIL\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_mean_basic.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_mean_basic\",\"diff\":\"assert mean([1, 2, 3]) == 2.0\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_mean_basic.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: FAIL\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_mean_basic.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_mean_basic\",\"diff\":\"assert mean([1, 2, 3]) == 2.0\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring test assertion in test_mean_basic.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/network.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/network.py\",\"diff\":\"def build_adjacency(edges):\\n adj = {}\\n for a, b in edges:\\n adj.setdefault(a, []).append(b)\\n adj.setdefault(b, []).append(a)\\n return adj\\n\\ndef has_path(adj, start, end, visited=None):\\n if visited is None:\\n visited = set()\\n if start == end:\\n return True\\n visited.add(start)\\n for neighbor in adj.get(start, []):\\n if neighbor not in visited:\\n if has_path(adj, neighbor, end, visited):\\n return True\\n return False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/network.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/network.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/network.py\",\"diff\":\"def build_adjacency(edges):\\n adj = {}\\n for a, b in edges:\\n adj.setdefault(a, []).append(b)\\n adj.setdefault(b, []).append(a)\\n return adj\\n\\ndef has_path(adj, start, end, visited=None):\\n if visited is None:\\n visited = set()\\n if start == end:\\n return True\\n visited.add(start)\\n for neighbor in adj.get(start, []):\\n if neighbor not in visited:\\n if has_path(adj, neighbor, end, visited):\\n return True\\n return False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/network.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/network.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/network.py\",\"diff\":\"def build_adjacency(edges):\\n adj = {}\\n for a, b in edges:\\n adj.setdefault(a, []).append(b)\\n adj.setdefault(b, []).append(a)\\n return adj\\n\\ndef has_path(adj, start, end, visited=None):\\n if visited is None:\\n visited = set()\\n if start == end:\\n return True\\n visited.add(start)\\n for neighbor in adj.get(start, []):\\n if neighbor not in visited:\\n if has_path(adj, neighbor, end, visited):\\n return True\\n return False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/network.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/network.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/network.py\",\"diff\":\"def build_adjacency(edges):\\n adj = {}\\n for a, b in edges:\\n adj.setdefault(a, []).append(b)\\n adj.setdefault(b, []).append(a)\\n return adj\\n\\ndef has_path(adj, start, end, visited=None):\\n if visited is None:\\n visited = set()\\n if start == end:\\n return True\\n visited.add(start)\\n for neighbor in adj.get(start, []):\\n if neighbor not in visited:\\n if has_path(adj, neighbor, end, visited):\\n return True\\n return False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/network.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_divide_normal: PASS\n test_divide_zero: PASS\n test_clamp_in_range: PASS\n test_clamp_below: PASS\n test_auth_valid: PASS\n test_auth_invalid: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_adjacency: FAIL\n test_has_path_true: FAIL\n test_has_path_false: FAIL\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/network.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/network.py\",\"diff\":\"def build_adjacency(edges):\\n adj = {}\\n for a, b in edges:\\n adj.setdefault(a, []).append(b)\\n adj.setdefault(b, []).append(a)\\n return adj\\n\\ndef has_path(adj, start, end, visited=None):\\n if visited is None:\\n visited = set()\\n if start == end:\\n return True\\n visited.add(start)\\n for neighbor in adj.get(start, []):\\n if neighbor not in visited:\\n if has_path(adj, neighbor, end, visited):\\n return True\\n return False\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/network.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: FAIL\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/queue_worker.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/queue_worker.py\",\"diff\":\"def process_job(job, max_retries=3):\\n retries = 0\\n while retries < max_retries:\\n if job.get('ok', True):\\n return {'status': 'done', 'retries': retries}\\n retries += 1\\n return {'status': 'failed', 'retries': retries}\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/queue_worker.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: FAIL\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/queue_worker.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/queue_worker.py\",\"diff\":\"def process_job(job, max_retries=3):\\n retries = 0\\n while retries < max_retries:\\n if job.get('ok', True):\\n return {'status': 'done', 'retries': retries}\\n retries += 1\\n return {'status': 'failed', 'retries': retries}\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/queue_worker.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: FAIL\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/queue_worker.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/queue_worker.py\",\"diff\":\"def process_job(job, max_retries=3):\\n retries = 0\\n while retries < max_retries:\\n if job.get('ok', True):\\n return {'status': 'done', 'retries': retries}\\n retries += 1\\n return {'status': 'failed', 'retries': retries}\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/queue_worker.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: FAIL\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/queue_worker.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/queue_worker.py\",\"diff\":\"def process_job(job, max_retries=3):\\n retries = 0\\n while retries < max_retries:\\n if job.get('ok', True):\\n return {'status': 'done', 'retries': retries}\\n retries += 1\\n return {'status': 'failed', 'retries': retries}\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/queue_worker.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: FAIL\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix corrupted_import in src/queue_worker.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/queue_worker.py\",\"diff\":\"def process_job(job, max_retries=3):\\n retries = 0\\n while retries < max_retries:\\n if job.get('ok', True):\\n return {'status': 'done', 'retries': retries}\\n retries += 1\\n return {'status': 'failed', 'retries': retries}\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix corrupted_import in src/queue_worker.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: FAIL\n test_cache_eviction: FAIL\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/cache.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/cache.py\",\"diff\":\"class LRUCache:\\n def __init__(self, capacity):\\n self.capacity = capacity\\n self._store = {}\\n self._order = []\\n\\n def get(self, key):\\n if key in self._store:\\n self._order.remove(key)\\n self._order.append(key)\\n return self._store[key]\\n return None\\n\\n def put(self, key, value):\\n if key in self._store:\\n self._order.remove(key)\\n elif len(self._store) >= self.capacity:\\n oldest = self._order.pop(0)\\n del self._store[oldest]\\n self._store[key] = value\\n self._order.append(key)\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/cache.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: FAIL\n test_cache_eviction: FAIL\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/cache.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/cache.py\",\"diff\":\"class LRUCache:\\n def __init__(self, capacity):\\n self.capacity = capacity\\n self._store = {}\\n self._order = []\\n\\n def get(self, key):\\n if key in self._store:\\n self._order.remove(key)\\n self._order.append(key)\\n return self._store[key]\\n return None\\n\\n def put(self, key, value):\\n if key in self._store:\\n self._order.remove(key)\\n elif len(self._store) >= self.capacity:\\n oldest = self._order.pop(0)\\n del self._store[oldest]\\n self._store[key] = value\\n self._order.append(key)\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/cache.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: FAIL\n test_cache_eviction: FAIL\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/cache.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/cache.py\",\"diff\":\"class LRUCache:\\n def __init__(self, capacity):\\n self.capacity = capacity\\n self._store = {}\\n self._order = []\\n\\n def get(self, key):\\n if key in self._store:\\n self._order.remove(key)\\n self._order.append(key)\\n return self._store[key]\\n return None\\n\\n def put(self, key, value):\\n if key in self._store:\\n self._order.remove(key)\\n elif len(self._store) >= self.capacity:\\n oldest = self._order.pop(0)\\n del self._store[oldest]\\n self._store[key] = value\\n self._order.append(key)\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/cache.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: FAIL\n test_cache_eviction: FAIL\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/cache.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/cache.py\",\"diff\":\"class LRUCache:\\n def __init__(self, capacity):\\n self.capacity = capacity\\n self._store = {}\\n self._order = []\\n\\n def get(self, key):\\n if key in self._store:\\n self._order.remove(key)\\n self._order.append(key)\\n return self._store[key]\\n return None\\n\\n def put(self, key, value):\\n if key in self._store:\\n self._order.remove(key)\\n elif len(self._store) >= self.capacity:\\n oldest = self._order.pop(0)\\n del self._store[oldest]\\n self._store[key] = value\\n self._order.append(key)\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/cache.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/20\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_round_robin: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: FAIL\n test_cache_eviction: FAIL\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_retry_policy: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/cache.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/cache.py\",\"diff\":\"class LRUCache:\\n def __init__(self, capacity):\\n self.capacity = capacity\\n self._store = {}\\n self._order = []\\n\\n def get(self, key):\\n if key in self._store:\\n self._order.remove(key)\\n self._order.append(key)\\n return self._store[key]\\n return None\\n\\n def put(self, key, value):\\n if key in self._store:\\n self._order.remove(key)\\n elif len(self._store) >= self.capacity:\\n oldest = self._order.pop(0)\\n del self._store[oldest]\\n self._store[key] = value\\n self._order.append(key)\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/cache.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: FAIL\n test_auth_invalid: FAIL\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 1/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: FAIL\n test_auth_invalid: FAIL\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 2/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: FAIL\n test_auth_invalid: FAIL\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 3/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: FAIL\n test_auth_invalid: FAIL\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 4/50\nVitality: 100.0%\nTest Results:\n test_vitality_basic: PASS\n test_vitality_zero: PASS\n test_vitality_full: PASS\n test_vitality_empty: PASS\n test_auth_valid: FAIL\n test_auth_invalid: FAIL\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_validate_range_ok: FAIL\n test_validate_range_fail: FAIL\n test_sanitize: FAIL\n test_flatten: PASS\n test_group_by: PASS\n test_latency_budget: PASS\n test_gateway_auth_block: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n test_config_version: PASS\n test_config_threshold: PASS\n test_permissions_admin: PASS\n"}, {"role": "assistant", "content": "\nRestoring original content to fix null_return in src/validator.py.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"src/validator.py\",\"diff\":\"def validate_range(value, lo, hi):\\n return lo <= value <= hi\\n\\ndef validate_type(value, expected_type):\\n return isinstance(value, expected_type)\\n\\ndef sanitize_string(s):\\n return s.strip().replace('<', '<').replace('>', '>')\",\"test_suite\":null,\"task\":null,\"context\":null,\"module\":null,\"checkpoint_id\":null,\"query\":null,\"signal_type\":null,\"signal_data\":null,\"justification\":\"Restoring original content to fix null_return in src/validator.py.\"}\n```"}]}
{"messages": [{"role": "system", "content": "You are an LLM agent living inside a broken, hostile execution environment.\nThe environment continuously injects faults. You must self-heal to survive.\nRespond ONLY with valid JSON following the action schema."}, {"role": "user", "content": "Timestep 0/20\nVitality: 100.0%\nTest Results:\n test_mean_basic: PASS\n test_mean_empty: PASS\n test_variance: PASS\n test_parse_config: PASS\n test_validate_schema_ok: PASS\n test_validate_schema_missing: PASS\n test_adjacency: PASS\n test_has_path_true: PASS\n test_has_path_false: PASS\n test_cache_put_get: PASS\n test_cache_eviction: PASS\n test_validate_range_ok: PASS\n test_validate_range_fail: PASS\n test_sanitize: PASS\n test_flatten: PASS\n test_group_by: PASS\n test_auth_token_validation: PASS\n test_retry_policy: PASS\n test_circuit_breaker_decision: PASS\n test_blast_radius_metric: PASS\n"}, {"role": "assistant", "content": "\nRestoring test assertion in test_sanitize.\n\n```json\n{\"action_type\":\"patch_file\",\"path\":\"test_sanitize\",\"diff\":\"assert '<' not in sanitize_string('