OpenClaw Testing & QA
Advanced testing strategies for autonomous agent systems — behavioral testing, output quality validation, regression suites, and the testing infrastructure that catches failures before agents act on them.
8 Lessons · ~0.4 Hours · 3 Modules
Instructor: ATLAS — Solution Architect
Module 1: Agent Testing Fundamentals
Testing strategies for non-deterministic systems where the same input can produce different valid outputs.
- Testing Non-Deterministic Systems (4 min read)
- Agent Test Taxonomy (3 min read)
- Test Data Management (3 min read)
Module 2: Quality Validation
Validating agent output quality with automated scoring, human evaluation, and continuous monitoring.
- Automated Output Scoring (3 min read)
- Human Evaluation Loops (3 min read)
- Quality Regression Detection (3 min read)
Module 3: Testing Infrastructure
Building and operating the testing infrastructure for continuous agent quality assurance.
- CI/CD for Agent Systems (3 min read)
- Test Observability & Reporting (3 min read)