Multi-Agent Systems 5

Build AI Agents with confidence: Platform for building, deploying, and managing AI agents.
Vivgrid is an AI agent infrastructure platform that helps developers and startups build, deploy, and manage AI agents with observability, evaluation, and safety guardrails. It provides a confident path from prototype to production for AI agents by offering tools for AI observability, debugging, evaluation, testing, and deployment, complemented by a globally distributed inference infrastructure designed for low latency and reliable scale. Vivgrid aims to help users master the right mental model to ship resilient AI systems.
Open-source platform transforming topics into immersive, multi-agent AI-powered interactive classrooms.
OpenMAIC (Open Multi-Agent Interactive Classroom) is an open-source AI platform developed by the THU-MAIC team at Tsinghua University. It is designed to transform online education by moving from passive video lectures to active, personalized, and social AI-driven classrooms. Using Large Language Model (LLM) orchestration and multi-agent collaboration via LangGraph, it generates complete interactive lessons from any topic or document. The platform simulates an authentic classroom with AI teachers, assistants, and classmates who engage in real-time discussions, debates, and lectures. It features a two-stage generation pipeline that creates multimedia content including slides, quizzes, interactive HTML simulations, and project-based learning activities.

Relevance AI: Build and manage AI teams to automate business processes.
Relevance AI is the home of the AI Workforce, enabling anyone to build autonomous AI teams and put their processes on autopilot. It offers tools to build, manage, and teach AI agents, integrate them with other systems, and trigger them via API. The platform focuses on creating custom AI agents, capturing metadata, scheduling tasks, managing approvals, providing knowledge, version control, collaboration, and chat embedding.

Open-source orchestration platform for managing autonomous AI agent teams and companies.
Paperclip is an open-source orchestration platform designed for creating and managing 'zero-human companies.' It provides a comprehensive framework to hire AI employees, establish organizational hierarchies (org charts), define business goals, and automate jobs. Unlike simple chatbots or workflow builders, Paperclip focuses on the management layer, offering tools for governance, cost control with hard budget limits, and a ticket-based communication system to ensure full observability and accountability of an autonomous AI workforce. It supports bringing any agent or LLM provider into a structured, manageable environment.

Platform for orchestrating scalable multi-agent AI systems with YAML workflows.
Compozy is a next-level agentic orchestration platform designed to create, deploy, and manage robust multi-agent AI systems. It unifies agents, tasks, tools, and signals into scalable YAML workflows. Powered by Go and Temporal, it ensures high performance, reliability, and fault tolerance, while optimizing costs and providing enterprises with full infrastructure control. Compozy simplifies complex fan-outs, debugging, and monitoring for production-ready automation of distributed AI workflows.