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Multi-Agent AI Coding Tools - Parallel AI Workflows

Discover AI coding tools that orchestrate multiple agents working in parallel or coordination, from planner-executor patterns to agent swarms.

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multi-agent Tag

Multi-Agent AI Coding Tools - Parallel AI Workflows

Multi-agent tools run more than one AI agent in coordination, splitting complex tasks across planners, coders, reviewers, and executors.

Multi-agent architectures tackle complex coding tasks by dividing work across specialized agents that plan, code, review, and test in parallel.

multi-agent Tools (2)

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CrewAI

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Python framework for orchestrating role-playing AI agents that collaborate to complete complex tasks. Define a crew of specialized agents with goals and tools, then let them work together autonomously. 40,000+ GitHub stars and a thriving enterprise tier.

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AutoGen

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Open-source Python framework from Microsoft Research for building multi-agent AI systems (now AG2). Agents converse, write and execute code, call tools, and collaborate to solve complex tasks, with human-in-the-loop support.

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Frequently Asked Questions

A tool whose architecture explicitly spawns or manages more than one AI agent working together, such as a planner agent that delegates to coder and reviewer agents.

A regular agent is one AI loop calling tools. Multi-agent means multiple independent agents coordinating, each with its own context and role.