Launched this week
Miniloop

Miniloop

Turn natural language into AI agents and automations

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Miniloop lets you build AI agents and automations using natural language. Describe what you want to happen, and Miniloop turns it into a live, runnable system with tools, memory, and execution built in. Founders and engineers can iterate faster by skipping glue code, manual wiring, and brittle workflows. Build reliable AI systems that actually run.
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Launch tags:Software Engineering•Developer Tools•Artificial Intelligence
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What do you think? …

Wyatt Miller
Miniloop
Maker
📌
👋 Hi Product Hunt! I’m Wyatt, founder of Miniloop. We built Miniloop because using AI to do real work was far more manual than it should be. The pattern was always the same. Generate something in one place, paste it somewhere else to reshape it, then take that output and manually push it into another app or API. Context got lost, outputs changed shape, and every run required hands-on supervision. The AI wasn’t the bottleneck. The workflow was. Most AI tools are built for conversations, not execution. They don’t hold state well, they don’t connect cleanly to the tools you already use, and they break down as soon as work spans more than one step. Miniloop exists to fix that. Miniloop turns plain-language instructions into explicit, repeatable AI workflows that can actually act. You describe what should happen, Miniloop preserves context across steps, structures outputs, and connects directly to your apps so the work runs end to end. No fragile chat threads. No copy-paste glue. No manual handoffs between tools. Miniloop is for people who want AI systems that operate, not just respond. If you’ve ever felt like you were the human glue between AI tools and your apps, we built this for you. Happy to answer questions or dig into real workflows in the comments. — Wyatt Founder of Miniloop
Kimberly Ross

@wyattm Congrats Wyatt! How does Miniloop translate natural language into robust, reliable automations?

Piroune Balachandran

Does Miniloop's Safe Re-runs replay from stored tool outputs, or re-call APIs each time? A run diff view would make debugging way easier, and it's a real trust signal.

Kai Ethan

I often end up doing similar tasks over and over, so something like this could be handy. Curious to try Miniloop and see if it actually makes repetitive work less annoying.

Jad Bourji

Seems VERY interesting. Instead of full specific (agents) and WORKFLOW-framed AI agents: I like the single tasks that can connect together. It's very understated and some might see it as what every (automation) tool might do; Zapier for example with it's now natural language AI integration and prompting, but from the brief Preview of Miniloop yesterday, I have to say it does seem much more. @wyattm @Miniloop Am I on-point here? And if so, can you perhaps elaborate more on that?

Thanks,
Jad