AI Backend and API Generator

AI Backend and API Generator

Today we proudly release a new feature to our Magic Cloud Platform; The Hyperlambda Generator.

It's been tons of work, but over the last couple of months, we've been able to successfully fine tune OpenAI's GPT-40-mini model to understand and generate mostly correct Hyperlambda for us.

This is a really, really big deal. To put this feature into context, realise that yesterday there was only one person that could create Hyperlambda backend code on earth - Me that is. Today 8 billion people can "manage" by themselves, and just write plain English into our Hyperlambda Generator, and have it spit out (mostly correct) Hyperlambda code solving whatever backend and API problems you need a solution for. Below is an example.

Hyperlambda Generator in action

It's doing a very good job on simple stuff, such as for instance:

  • "Generate an HTTP endpoint allowing me to save records into my CRM database and its contacts table. It needs name, email, and phone arguments."
  • "Create Hyperlambda code that's an endpoint for only admin users allowing me to send emails"
  • "Generate a wrapper endpoint around Cat Fact API"
  • Etc ...

You need to be a bit careful as you prompt it, since we only trained it on 3,500 snippets. Typically, you'll need 5,000 or more snippets to teach OpenAI's models a new programming language. However, we're adding an additional 100 snippets to it on daily basis and fine tuning it again, in addition to that we're monitoring requests towards it, allowing us to see failed requests - So expect it to do a much better job one month from now than what it's doing now.

If you want to test it without purchasing a cloudlet, you can try out our support chatbot at our documentation website. If you want to see me playing with it creating working code, you can watch the following video.

Still not interested? Well, the point is that in addition to allowing "normal people" to create backend code with AI, this also allows us to generate code much, much, much faster than previously - Solving your need, whatever your needs are. Contact us below if you want to get started and have us deliver your next backend solution for you ...

Have a Custom AI Solution

At AINIRO we specialise in delivering custom AI solutions and AI chatbots with AI agent features. If you want to talk to us about how we can help you implement your next custom AI solution, you can reach out to us below.

Thomas Hansen

Thomas Hansen I am the CEO and Founder of AINIRO.IO, Ltd. I am a software developer with more than 25 years of experience. I write about Machine Learning, AI, and how to help organizations adopt said technologies. You can follow me on LinkedIn if you want to read more of what I write.

Published 5. Apr 2025

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