You can deploy it and run it for free on Google app engine. Only works for requests that come from the client directly. So you can't ask for a specific IP.
A straightforward and simple AI agent framework.
It puts a lot of emphasis on the loop and the steps in that loop. You can change in real time the model, the temperature, the tools, the history.
You're also able to spin-off work on a branch and then add the result of that work on the main branch.
Still early but developing very fast.
The biggest unlock for me happened because of claude code. It has allowed me and my team to ship features much faster.
I use it to work on the main product, but also to build a lot of in-house tools. We have observability and testing tools for our AI agent that helps us improve the main product. With Claude we can iterate much faster on them and add the features that we specifically need. And not use off-the-shelf products.
These are not user facing products/code bases so maybe the quality bar is not that high. But without claude we would have taken resources away from working on the main product to build them.
Testing is no yet the main focus, so we haven't looked into automating that. But we will in the future.
We have automated most of our documentation updates though. After releases or big merges we use askmanu to automatically update/create the docs.
These are internal docs, but super useful for us and Claude.
I've built an agent that builds documentation for code bases and you are 100% right.
Having big picture documentation is important, but having bite size explanations about why some components work a certain way is more important. Making sure the AI doesn't have to infer behavior from code is really powerful.
Even going as low level of reference docs. Even though devs would prefer that a method be self-Explanatory, it helps to also have plain english explanation about what's happening in a class or method.
Checks GitHub maturity markers (LICENSE, CONTRIBUTING, tests, CI/CD) and mines HN comments for technical concerns. Returns a Production Readiness Grade (A–F).
Free to use, but you might get rate limited by the model provider. You can also use your own keys to test it out.