Turning your voice into code

Watch AI create feature notes

Natasha can recommend app features and user journeys. Tell her exactly how you want your feature to work, she listens and records a feature note. Natasha tracks these feature notes over time so she can also learn how your ideas evolve.

She uses a combination of a small language model, a reasoning engine and our Builder Knowledge Graph (it’s a dataset with 2.5bn parameters about every feature we’ve ever built, and had conversations about).

Next AI writes the user stories

Natasha can take your feature notes to write user stories. To do this she takes your feature notes, converts them into a language machines will understand and feeds them into Builder Knowledge Graph to retrieve more detailed information – we call this retrieval augmented generation (RAG).

Once she has this understanding, she works with LLMs (large language models) to write user stories. She includes their acceptance criteria, essentially a checklist to make sure your feature is doing what it’s meant to.

Meet our Story Analyser…

Story Analyser lets Natasha review those user stories to check they’re clear and detailed enough. First, Story Analyser calls up a summary of what the original feature does. Then it breaks down your user stories into subtasks and creates an implementation plan.

Watch AI generate your code

Your user stories are further checked and ready to go. The implementation plan is in place with back-end and front-end subtasks, and Natasha knows the files where this new code will be updated. Next, she creates a branch for the generator to work on and starts generating your code.

Natasha can intelligently inject all this code into 1 of the LEGO-like reusable features from our library. She’s careful not to touch any of the certified code in that reusable feature.

AI then tests your code

Natasha also creates tests for the code she generates. First she tests the happy path (what happens if a user does exactly what you want). She also tests that your code works if they don’t (for example, they don’t add their email to your ‘Contact us’ form).

Then your new code is ready to merge into your app!