# Mutable AI Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/mutable-ai
> Markdown URL: https://aitinkerers.org/technologies/mutable-ai.md
> Technology record last updated: 2026-04-30T18:59:42Z
> Generated: 2026-09-23T05:37:50Z

Mutable AI is the AI-native developer platform: it accelerates software creation with code generation, auto-documentation, and prompt-driven refactoring.

Mutable AI supercharges developer productivity, offering an AI-accelerated toolset for languages like Python, JavaScript, and Go. The platform integrates directly with VS Code and Jupyter, providing GitHub Copilot-like autocomplete suggestions alongside advanced features. Key capabilities include one-click production-quality code generation, prompt-driven editing (tell the AI what to change), and automatic wiki creation for codebase documentation. Founded in 2021 by Omar Shams (a former DeepMind and Apple ML Engineer), Mutable AI was engineered to help developers move at the speed of thought.

- Official technology site: https://mutable.ai
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Living documentation you can talk to](https://sf.aitinkerers.org/talks/rsvp_rCTh_8Iu95Y)

We will demo the new Mutable.ai auto wiki and codebase chat, example here: wiki.mutable.ai/ollama/ollama/chat Will also discuss how we don't use vector embeddings for RAG and how we get far superior results using the auto updating knowledge base of the auto wiki we create.

- Event context: AI Tinkerers - San Francisco - Summer Edition - July 2024 — 2024-07-12 — San Francisco
- Public talk page: https://sf.aitinkerers.org/talks/rsvp_rCTh_8Iu95Y

## Related Technologies

- [Ollama](https://aitinkerers.org/technologies/ollama) ([Markdown](https://aitinkerers.org/technologies/ollama.md)) — 77 public demos
- [PyTorch](https://aitinkerers.org/technologies/pytorch) ([Markdown](https://aitinkerers.org/technologies/pytorch.md)) — 273 public demos
- [RAG](https://aitinkerers.org/technologies/rag) ([Markdown](https://aitinkerers.org/technologies/rag.md)) — 147 public demos
- [Vector embeddings](https://aitinkerers.org/technologies/vector-embeddings) ([Markdown](https://aitinkerers.org/technologies/vector-embeddings.md)) — 4 public demos