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InsightsFailureCategory

Enum Class

InsightsFailureCategory

Bases: UnknownEnumMixin, StrEnum

Failure category taxonomy for agent session insights. Values must stay in sync with the category registry in AgentCoreLens (amzn_agentcore_lens.config.failure_detection.FAILURE_CATEGORIES).

Attributes

CODING_DEPENDENCY_ISSUES class-attribute instance-attribute

CODING_DEPENDENCY_ISSUES = 'coding-use-case-specific-failure-types-category-dependency-issues'

CODING_EDGE_CASE_OVERSIGHTS class-attribute instance-attribute

CODING_EDGE_CASE_OVERSIGHTS = 'coding-use-case-specific-failure-types-category-edge-case-oversights'

CONFIGURATION_MISMATCH_TOOL_DEFINITION class-attribute instance-attribute

CONFIGURATION_MISMATCH_TOOL_DEFINITION = 'configuration-mismatch-category-tool-definition'

CONTEXT_HANDLING_FAILURES class-attribute instance-attribute

CONTEXT_HANDLING_FAILURES = 'context-handling-error-category-context-handling-failures'

EXECUTION_ERROR_AUTHENTICATION class-attribute instance-attribute

EXECUTION_ERROR_AUTHENTICATION = 'execution-error-category-authentication'

EXECUTION_ERROR_ENVIRONMENT class-attribute instance-attribute

EXECUTION_ERROR_ENVIRONMENT = 'execution-error-category-environment'

EXECUTION_ERROR_FORMATTING class-attribute instance-attribute

EXECUTION_ERROR_FORMATTING = 'execution-error-category-formatting'

EXECUTION_ERROR_RATE_LIMITING class-attribute instance-attribute

EXECUTION_ERROR_RATE_LIMITING = 'execution-error-category-rate-limiting'

EXECUTION_ERROR_RESOURCE_EXHAUSTION class-attribute instance-attribute

EXECUTION_ERROR_RESOURCE_EXHAUSTION = 'execution-error-category-resource-exhaustion'

EXECUTION_ERROR_RESOURCE_NOT_FOUND class-attribute instance-attribute

EXECUTION_ERROR_RESOURCE_NOT_FOUND = 'execution-error-category-resource-not-found'

EXECUTION_ERROR_SERVICE_ERRORS class-attribute instance-attribute

EXECUTION_ERROR_SERVICE_ERRORS = 'execution-error-category-service-errors'

EXECUTION_ERROR_TIMEOUT class-attribute instance-attribute

EXECUTION_ERROR_TIMEOUT = 'execution-error-category-timeout'

EXECUTION_ERROR_TOOL_SCHEMA class-attribute instance-attribute

EXECUTION_ERROR_TOOL_SCHEMA = 'execution-error-category-tool-schema'

HALLUCINATION_CAPABILITIES class-attribute instance-attribute

HALLUCINATION_CAPABILITIES = 'hallucination-category-hall-capabilities'

HALLUCINATION_FABRICATE_TOOL_OUTPUTS class-attribute instance-attribute

HALLUCINATION_FABRICATE_TOOL_OUTPUTS = 'hallucination-category-fabricate-tool-outputs'

HALLUCINATION_HISTORY class-attribute instance-attribute

HALLUCINATION_HISTORY = 'hallucination-category-hall-history'

HALLUCINATION_MISUNDERSTAND class-attribute instance-attribute

HALLUCINATION_MISUNDERSTAND = 'hallucination-category-hall-misunderstand'

HALLUCINATION_PARAMS class-attribute instance-attribute

HALLUCINATION_PARAMS = 'hallucination-category-hall-params'

HALLUCINATION_USAGE class-attribute instance-attribute

HALLUCINATION_USAGE = 'hallucination-category-hall-usage'

INCORRECT_ACTIONS_CLARIFICATION class-attribute instance-attribute

INCORRECT_ACTIONS_CLARIFICATION = 'incorrect-actions-category-clarification'

INCORRECT_ACTIONS_INAPPROPRIATE_INFO_REQUEST class-attribute instance-attribute

INCORRECT_ACTIONS_INAPPROPRIATE_INFO_REQUEST = 'incorrect-actions-category-inappropriate-info-request'

INCORRECT_ACTIONS_POOR_INFORMATION_RETRIEVAL class-attribute instance-attribute

INCORRECT_ACTIONS_POOR_INFORMATION_RETRIEVAL = 'incorrect-actions-category-poor-information-retrieval'

INCORRECT_ACTIONS_TOOL_SELECTION class-attribute instance-attribute

INCORRECT_ACTIONS_TOOL_SELECTION = 'incorrect-actions-category-tool-selection'

LLM_OUTPUT_NONSENSICAL class-attribute instance-attribute

LLM_OUTPUT_NONSENSICAL = 'llm-output-category-nonsensical'

ORCHESTRATION_GOAL_DEVIATION class-attribute instance-attribute

ORCHESTRATION_GOAL_DEVIATION = 'orchestration-related-errors-category-goal-deviation'

ORCHESTRATION_PREMATURE_TERMINATION class-attribute instance-attribute

ORCHESTRATION_PREMATURE_TERMINATION = 'orchestration-related-errors-category-premature-termination'

ORCHESTRATION_REASONING_MISMATCH class-attribute instance-attribute

ORCHESTRATION_REASONING_MISMATCH = 'orchestration-related-errors-category-reasoning-mismatch'

ORCHESTRATION_UNAWARE_TERMINATION class-attribute instance-attribute

ORCHESTRATION_UNAWARE_TERMINATION = 'orchestration-related-errors-category-unaware-termination'

OTHER class-attribute instance-attribute

OTHER = 'other'

REPETITIVE_BEHAVIOR_INFO class-attribute instance-attribute

REPETITIVE_BEHAVIOR_INFO = 'repetitive-behavior-category-repetition-info'

REPETITIVE_BEHAVIOR_STEP class-attribute instance-attribute

REPETITIVE_BEHAVIOR_STEP = 'repetitive-behavior-category-step-repetition'

REPETITIVE_BEHAVIOR_TOOL class-attribute instance-attribute

REPETITIVE_BEHAVIOR_TOOL = 'repetitive-behavior-category-repetition-tool'

TASK_INSTRUCTION_NON_COMPLIANCE class-attribute instance-attribute

TASK_INSTRUCTION_NON_COMPLIANCE = 'task-instruction-category-non-compliance'

TASK_INSTRUCTION_PROBLEM_ID class-attribute instance-attribute

TASK_INSTRUCTION_PROBLEM_ID = 'task-instruction-category-problem-id'