The Automation Playground

The Automation Playground is for builders who want production-ready AI agents. Learn open-source workflows you can self-host and sell.

Why you should join: Production workflows from a founder who runs AI agents in his own company, kept current and documented, with monthly live workshops, step-by-step builds that explain the why, direct help on your workflows and a request queue for new use cases. Membership is $25 a month.

The one-liner

An open-source AI automation community for builders who want client-ready, self-hosted workflows.

What they actually sell

The Automation Playground is run by Oumnya. Its own pitch: "Learn how to build AI agents, workflows, and SaaS solutions using no-code and open-source tools." The public offer sits at $25 a month. The pitch is production work kept current, with versioned templates and changelogs, and an open-source-only stack. Inside sit 10 courses. The page does not spell out a money-back promise. The offer is easy to understand in one read, which is half the job of a sales page.

Who pays and why

Builders who want AI agents they can host and sell, not toy demos. The worry is paying for tools that lock them in and break in production. They pay for production workflows, monthly live workshops, step-by-step builds and direct help on their own workflows.

Where the members come from

Oumnya's YouTube, LinkedIn, X and website presence appears to feed the room. The Skool community reads as the member back end for people already drawn to that work.

What's holding it back

One monthly workshop is light for a technical audience. Value depends on how often the templates actually update.

Steal this

Run a request-a-use-case queue so members vote on what gets built next.

Would this work in another niche?

Yes for any technical craft with real client delivery, such as data analytics. Weak for casual learners.