Metabob is an advanced AI coding assistant built to streamline code review and debugging. By utilizing a combination of graph-attention networks and generative AI, it can detect complex logical problems within codebases, making it an indispensable tool for developers aiming to produce robust and error-free software. The tool also provides actionable insights and suggestions, enabling developers to fix issues rapidly and maintain high code quality.

The Java AgentSpeak Consistency Checker loads AgentSpeak source files, analyzes belief bases, goal definitions, and plan structures, then runs a suite of consistency and validity tests. It identifies conflicting plans, unreachable goals, and inconsistent belief updates, generating detailed reports. By integrating into build processes or CI pipelines, it helps developers catch design flaws early, maintain robust BDI agents, and accelerate multi-agent application development.