Agentic Quality Engineering: how autonomous AI agents generate, execute, self-heal, and prioritize software tests while reasoning over production telemetry. Drawing on my published research, I'll share a reference architecture, measurable benefits, a practical maturity model, and the governance guardrails nonprofit tech teams need to adopt AI-driven testing responsibly.