LogiAgent leverages large language models in a multi-agent framework to detect complex logical issues in REST APIs that traditional testing tools miss.

• Identifies business logic errors beyond simple crashes or error codes
• Uses interactive agents for test generation, execution, and validation
• Demonstrates superior effectiveness in detecting domain-specific logical errors
• Achieves 80% success rate in detecting targeted logical issues

Why It Matters: As web services become increasingly complex, testing must evolve beyond technical errors to verify business logic correctness. LogiAgent offers an automated approach to testing the actual functionality users depend on, not just the technical implementation.

LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents