KanikaVatsyayan
Why Testing Autonomous AI Agents Requires a New QA Approach
Testing autonomous AI agents is becoming a critical part of modern QA as AI systems evolve beyond simple automation. Unlike traditional applications, autonomous agents can make decisions, interact with tools, retain memory, and execute multi-step actions making validation significantly more complex. Key challenges include hallucinations, unsafe actions, prompt injection risks, inconsistent reasoning, and workflow failures. […]