Backtest Evaluation Harness (CONCEPT:AHE-3.4)¶
Overview¶
Strategy evaluation harness with SQLite storage, walk-forward validation windows, benchmark comparison, and KG integration via BacktestRunNode/BacktestMetricNode.
Implementation Details¶
- Source Code:
agent_utilities/harness/continuous_evaluation_engine.py - Pillar: AHE
Documentation Coverage¶
This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.
Horizon-Aware Task Curriculum (CONCEPT:AHE-3.4)¶
Overview¶
Progressive horizon scheduling with macro-action composition, subgoal checkpoints, and configurable promotion policies (threshold/plateau/adaptive). Based on Long-Horizon Training research (CONCEPT:AHE-3.4).
Implementation Details¶
- Source Code:
agent_utilities/graph/horizon_curriculum.py - Pillar: AHE
Documentation Coverage¶
This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.
Temporal Drift & EWC Consolidation (CONCEPT:AHE-3.4)¶
Overview¶
Tracks knowledge drift via cosine distance/coefficient of variation and applies Elastic Weight Consolidation (EWC++) to prevent catastrophic forgetting (CONCEPT:AHE-3.4).
Implementation Details¶
- Source Code:
agent_utilities/knowledge_graph/memory/optimization_engine.py - Pillar: AHE
Documentation Coverage¶
This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.
Structured Retry Manager (CONCEPT:ORCH-1.3)¶
Overview¶
Shell-based success checks, on-failure hooks, and configurable timeouts for structured retry logic. Retry outcomes feed into TeamConfig reward signaling (AHE-3.3) for routing improvement. Adapted from Goose's retry.rs.
Implementation Details¶
- Source Code:
agent_utilities/security/execution_stability_engine.py - Pillar: AHE
Documentation Coverage¶
This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.
Agentic Engineering Patterns (CONCEPT:AHE-3.2)¶
Overview¶
Out-of-the-box support for TDD Cycles (Red-Green-Refactor), First Run Tests, Agentic Manual Testing, Code Walkthroughs, and Interactive Explanations.
Implementation Details¶
- Source Code:
agent_utilities/harness/engineering.py - Pillar: AHE
Documentation Coverage¶
This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.