Two new video tutorials cover the Auto Agent Builder and the Compare feature on Swarms Cloud: generate complete AI agent teams from natural language, and run the same task through multiple agents to evaluate their outputs side by side. A full Swarms Cloud course is coming soon.
Two new video tutorials are now live, covering two of the most powerful features on Swarms Cloud: the Auto Agent Builder and the Compare feature. Both are taught by our Co-Founder and CEO Kye Gomez, and both walk through real workflows on the platform from start to finish.
The tutorials cover how to:
More tutorials are on the way, and a complete Swarms Cloud course is in production to take you from the fundamentals to building advanced agent workflows.
The first tutorial introduces the Auto Agent Builder on Swarms Cloud. You describe a task in plain language, and the builder automatically designs a complete agent team: specialized roles, system prompts, model selection, and generation parameters, all configured in seconds.
The video walks through the feature end to end, from writing the initial task description to reviewing and editing the generated agents. If you have been building agent teams by hand, writing each system prompt and picking each model yourself, this tutorial shows how much of that work the builder now does for you.
For a full written introduction to the feature, read the Auto Agent Builder announcement.
The second tutorial showcases the Compare feature on Swarms Cloud. Compare lets you run the same task through multiple AI agents simultaneously and view their responses side by side.
This solves a problem every agent developer runs into: two agents with different models, prompts, or parameters will produce different outputs, and the only honest way to pick between them is to test them on the same input. Compare turns that evaluation into a single step. Run the task once, read the outputs next to each other, and keep the configuration that performs best.
These two tutorials are the start of a larger effort. We are building a complete Swarms Cloud course covering everything from the fundamentals to advanced multi-agent workflows. More individual tutorials will ship in the meantime, with the full course launching shortly after.
Until then, the Swarms API Course on Swarms Academy is the best place to start. It teaches you how to build with Swarms step by step, and you earn a certification when you complete it.
New Swarms Cloud accounts receive $5 in free credits, enough to start building and testing agent workflows on the platform today. Sign up, open the Auto Agent Builder or Compare, and follow along with the tutorials.
Follow @swarms_corp for new tutorials, feature releases, and the Swarms Cloud course launch.
Swarms, the largest AI launchpad on Solana, is now integrated with GMGN. Filter Swarms agents in the Trenches tab, find any agent by contract address, and buy tokenized agents through GMGN in one click from the Swarms Launchpad.
The Swarms Marketplace now has a dedicated Screener for tokenized agents and prompts. Watch trending agent tokens ranked by market cap, filter by Frenzy Mode and Vault Mode, and see new launches pop onto the page in near real-time the moment they go live.
![Swarms Weekly Ecosystem Update [August 3 - August 8]: The Auto Agent Builder, the MCP Portal, and a Two-Month Cloud Changelog](/_next/image?url=%2Fecosystem_weekly_update_april3.png&w=3840&q=75)
This week across the Swarms ecosystem: the Auto Agent Builder generates a complete agent team from a single task description, the MCP Portal opens a discovery and publishing surface for Model Context Protocol servers, a changelog documents seven weeks of Swarms Cloud reliability work, the Marketplace adds direct address routing, and the first Marketplace competition closes as the next one opens.