camelAI Is Going Open Source — Here’s Why
I’m Isabella, one of the co-founders of camelAI. Last week we published a short video announcing that camelAI is going open source, and I want to use this post to go deeper on the why — because the 90-second version doesn’t capture everything.
What camelAI Actually Is
camelAI is a vibe coding tool. You describe what you want — a dashboard, an internal app, a report, a data pipeline — and the AI builds it. No coding required. You can connect it to your databases, your SaaS tools, your spreadsheets, and just ask for what you need.
The simplest way to describe us: camelAI is like Claude Cowork and Lovable combined, but hosted live immediately — and available open source so you can run the entire platform in your own private cloud environment. That means not just camelAI itself, but every app and tool your team builds inside it lives on your infrastructure too. This matters for enterprises with data residency requirements, and for smaller teams who don’t want to be tied to a large Anthropic bill just to do internal tooling.
The category we’re most often compared to is Claude Cowork. That comparison makes sense on the surface: both tools let you create software from natural language, and both can connect to external data sources. But there’s a fundamental difference in what happens after you build something.
The Problem With Local-First Vibe Coding
Claude Cowork runs locally on your machine. What you build lives on your device. If you want to share it with a colleague, they need to also have Claude Cowork — and they need to be technical enough to run it themselves. For a lot of teams, that’s a dead end.
I’ve watched this play out with the people we talk to. A marketing manager uses a vibe coding tool to build a lead tracker. It works great — on her laptop. She tries to share it with her sales team. Nobody else can run it. The thing she built has no home on the internet.
This is the local-first trap. The tool is powerful for the person running it, but it doesn’t scale to a team.
What Cloud-First Changes
When you build something with camelAI, it’s automatically provisioned a backend and deployed on a live, shareable link. You don’t think about hosting. You don’t configure a server. The thing you built is immediately a real thing on the internet that anyone with the link can use.
The person you’re sharing it with doesn’t need a camelAI account. They don’t need to install anything. They click a link and they’re using the app you just built.
This is what makes camelAI genuinely useful for knowledge workers. When a finance analyst builds a budget dashboard, she can send it to her CFO and it just works. When an ops manager builds a project tracker, his whole team can use it that afternoon. One-of-one software that you can immediately share with anyone.
We also support private apps — you can lock it down to your organization only or you only. And we have built in RBAC. But the default is: you built it, it’s live, share it.
On the Competition: Claude Cowork and OpenWork
Claude Cowork is the obvious comparison in this space, and it’s a genuinely impressive tool. But it’s expensive (it only works with Claude, one of the priciest frontier models), it’s local-first by design, and it’s really built for developers. The output it produces is code, not deployed software.
There’s also a newer entrant worth mentioning: OpenWork by different-ai. It’s a genuinely interesting open-source project taking a similar local-first approach to Claude Cowork. We respect what they’re building. But it faces the same core constraint: everything you make is local. For teams that need to share and collaborate on what they’ve built, local-first isn’t enough.
Both Claude Cowork and OpenWork are also primarily geared toward file and document creation and management. We do that too — but camelAI also enables internal tool building, web app building, and full website building. And in camelAI you can easily route whatever you build to any custom domain you own.
Our bet has always been that the most valuable vibe coding tool is the one that makes it trivial to share what you build. A dashboard your team can actually open. An internal tool your non-technical colleagues can actually use. That requires cloud-first infrastructure, not a local script runner.
Why We’re Open-Sourcing
Right now, camelAI is a hosted product. You sign up at camelai.com, bring your data, and build. We’re Y Combinator-backed, we’ve been running this on real teams, and the hosted version isn’t going anywhere.
But we keep hearing two things from people:
- “We can’t put our data through a third-party service.”
- “We want to run this on our own infrastructure with our own model.”
Both are completely legitimate. Enterprise teams have data residency requirements. Smaller teams want to run a cheaper model and keep costs low. Some developers just want to poke around the internals.
So at the end of June 2026, we’re open-sourcing camelAI. Self-host it and run it anywhere. Use whatever model you want — you don’t need the most expensive frontier model to do most of tasks you need to do. The cloud-first architecture (auto-provisioned backends, shareable links, live deployment) comes with the self-hosted version too.
This isn’t us pivoting away from the hosted product. It’s us saying: the architecture of what we built should be accessible to anyone, hostable anywhere, and not locked to any single AI provider.
How to Get Access Today
Open source drops end of June. In the meantime, you can get free access to the hosted version right now:
- Sign up for OpenRouter
- Generate an API key
- Bring it to camelai.com
- Start building
OpenRouter lets you use camelAI with a wide range of models, including free-tier options. It’s the fastest way to try what we’re building without committing to a subscription.
If you want to keep up with the open-source release, follow us or bookmark this blog — we’ll post everything here when it ships.