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One operator. Three steps. One workflow in use.

One Pipeline Engine, Every AI Provider

RocketRide lets you build AI workflows that work with any model or database — without being tied to a single vendor or cloud platform.

A tool worth knowing about

Imagine you're building a feature for your business that uses AI — maybe it reads incoming invoices, answers customer questions, or searches through your internal documents. You pick one AI service to do it. Six months later, a cheaper or smarter option comes out. But switching means rebuilding everything from scratch.

RocketRide is designed so that never has to happen.

It's an open-source tool that acts like a universal connector between your business logic and any AI system you want to use — over 13 different AI providers, and 8+ ways to store and search information. You build the workflow once, visually, and if you ever want to swap out the AI underneath, you just point it somewhere else.

Everything is stored as a simple file format that any developer can read, version, and share. You can run it on your own servers or on their cloud — and switching between the two requires no rebuilding.

What makes it unusual is the combination: production-ready from day one, visual to build, and genuinely open. Most tools like this either look pretty but break under real load, or require deep technical commitment to get running.

Words worth knowing

Pipeline — A chain of automated steps. Like an assembly line, but for data: it comes in one end, gets processed by AI, and comes out the other as something useful.

Vendor lock-in — When switching tools means losing everything you built. RocketRide is designed to avoid this.

Self-hosted — Running software on your own server instead of someone else's cloud. More control, sometimes more privacy.

Open-source — The code is public and free to use. Anyone can inspect it, modify it, or build on top of it.


If you're planning any AI feature in the next year, it's worth showing this to whoever builds things for you and asking: are we building in a way that lets us switch later?

Field Notes, every Friday

The week’s best free and open-source tools in one short email. Plus David’s own notes when he has something worth sending.