Software that builds software
Teaching AI to act in its natural
environment, the computer.
Code completion that sees your entire repository
Magic can find, consider and sometimes reuse code across your repository. To make this possible, we’ve developed a new neural network architecture that can read millions of lines of code, instead of thousands like Transformers do.

function LondonTemperature() {
const WEATHER_URL = "...";
const [temperature, setTemperature] = useState();
useEffect(() => {
.then(response => response.json())
.then(({daily}) => setTemperature(daily.temperature_2m_max))
}, []);
return <div className="p-4 border rounded">
The highest temperature in London today is
<span className="font-bold"> {temperature}°C</span>.
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For decades, technology was ‘just a tool’. It will soon be a partner
What if you had a colleague inside of your computer? We’re working on fundamental research challenges to make this possible, and we're hiring!
Hey, what is this code doing?
Seems to be a calculator app written in React.
Can we add multiplication and division?
Sure thing!
Hey, what is this code doing?
function AlgebraModule() {
return <>
operation={(a, b) => a + b}
operation={(a, b) => a - b}
operation={(a, b) => a * b}
operation={(a, b) => a / b}