The numbers: CrewAI gained over 32,000 GitHub stars and nearly 1 million monthly downloads, making it popular for customer service and marketing automation with role-based agents and collaborative workflows (OpenTools AI)

Platform updates: Windmill provides an out-of-the-box operational framework where teams can develop on their preferred tools and deploy with scalability, security, and compliance already handled - moving from prototype to production in weeks (Shakudo)

What changed: The best CrewAI alternative is OpenAI Swarm, while other rising contenders include SmolAgents, FastAgency, and Lindy - all competing in the multi-agent orchestration space (TopAI Tools)

Industry adoption: CrewAI's pricing starts at $99/month but costs can escalate fast based on execution volume, with each agent action burning an execution credit - forcing teams to monitor usage carefully (Lindy)

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