Enhancement: Agent Regression Testing & Plan Quality Evaluation #6
Description
Summary
This enhancement proposes implementing regression tests for agent behaviors and evaluation tests for plan quality within the AgenticLoop system.
Motivation
As the system evolves, it is essential to ensure that agent behaviors remain consistent and expected through iterations. Robust regression testing for agents will help catch unintended changes, while plan quality evaluation tests are needed to maintain reliable decision-making/logical outputs from planners.
Proposed Enhancements
- Agent Regression Testing: Develop automated tests to verify agents perform as expected after each code change or system update.
- Plan Quality Evaluation: Build tests and metrics to assess the quality of generated plans, measuring effectiveness, relevance, and correctness.
- Continuous Integration: Integrate these tests into CI pipelines to guarantee ongoing reliability in agent actions and planning results.
Expected Benefits
- Reduced risk of behavior drift during iterative development
- Improved confidence in deployment and upgrades
- Early detection of regressions and planning errors
Labels: enhancement, testing, qa