Agents5h ago
VAKRA Analyzes Agent Reasoning And Failure Modes
The VAKRA framework evaluates how AI agents utilize tools and reason through complex tasks. Researchers identified specific failure modes where agents loop indefinitely or misinterpret tool outputs. These findings provide a blueprint for debugging agentic workflows. Developers can now pinpoint exactly where reasoning breaks down to improve reliability in autonomous systems.