Toolhouse is a developer platform designed to build and deploy AI agents and workflows without the hassle of boilerplate code. It comes with pre-built agentic frameworks like RAG, evals, API integrations, memory, cache, prompts, and tools, enabling developers to quickly build and ship functional AI products. With robust support for third-party app integrations, Toolhouse offers a seamless development and debugging experience, significantly accelerating the production lifecycle.

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.

Orkes allows developers to efficiently build and manage applications using AI-driven tools. It specializes in microservices management, enabling seamless integration of services, automated workflows, and real-time monitoring. The platform aims to streamline the development lifecycle, ensuring teams can develop high-quality applications faster and with reduced complexity.