""" Aden Hive Framework: A goal-driven agent runtime optimized for Builder observability. The runtime is designed around DECISIONS, not just actions. Every significant choice the agent makes is captured with: - What it was trying to do (intent) - What options it considered - What it chose and why - What happened as a result - Whether that was good or bad (evaluated post-hoc) This gives the Builder LLM the information it needs to improve agent behavior. ## Testing Framework The framework includes a Goal-Based Testing system (Goal → Agent → Eval): - Generate tests from Goal success_criteria and constraints - Mandatory user approval before tests are stored - Parallel test execution with error categorization - Debug tools with fix suggestions See `framework.testing` for details. """ from framework.llm import AnthropicProvider, LLMProvider from framework.runner import AgentOrchestrator, AgentRunner from framework.runtime.core import Runtime from framework.schemas.decision import Decision, DecisionEvaluation, Option, Outcome from framework.schemas.run import Problem, Run, RunSummary # Testing framework from framework.testing import ( ApprovalStatus, DebugTool, ErrorCategory, Test, TestResult, TestStorage, TestSuiteResult, ) __all__ = [ # Schemas "Decision", "Option", "Outcome", "DecisionEvaluation", "Run", "RunSummary", "Problem", # Runtime "Runtime", # LLM "LLMProvider", "AnthropicProvider", # Runner "AgentRunner", "AgentOrchestrator", # Testing "Test", "TestResult", "TestSuiteResult", "TestStorage", "ApprovalStatus", "ErrorCategory", "DebugTool", ]