---
title: "Series A and Magic"
description: "Cursor announces milestones in its effort to change software development with AI, describing a shift from slow, cumbersome building and modification toward greater lightness and control. The company says its tool replaces searches for primitives with instant answers, turns mechanical refactors into single “tabs,” expands terse directives into working source, and applies thousand-line changes in seconds. It reports more than 40,000 customers and an initial team that has built SOTA next-edit-prediction models, multi-billion-file retrieval systems, and fast code rewrites using speculative inference. The announcement also says Cursor raised $60m in Series A funding from Andreessen Horowitz, Thrive Capital, OpenAI, Jeff Dean, Noam Brown, founders of Stripe, GitHub, Ramp, Perplexity, and OpenAI, and others, while inviting people excited about coding’s future to consider joining the company."
---

# Series A and Magic

[Cursor](https://yomu.fyi/company/cursor) · Cursor · Aug 22, 2024

**Type:** Announcement

## Summary

Cursor announces milestones in its effort to change software development with AI, describing a shift from slow, cumbersome building and modification toward greater lightness and control. The company says its tool replaces searches for primitives with instant answers, turns mechanical refactors into single “tabs,” expands terse directives into working source, and applies thousand-line changes in seconds. It reports more than 40,000 customers and an initial team that has built SOTA next-edit-prediction models, multi-billion-file retrieval systems, and fast code rewrites using speculative inference. The announcement also says Cursor raised $60m in Series A funding from Andreessen Horowitz, Thrive Capital, OpenAI, Jeff Dean, Noam Brown, founders of Stripe, GitHub, Ramp, Perplexity, and OpenAI, and others, while inviting people excited about coding’s future to consider joining the company.

## Context

The company says software development has been characterized by slow, cumbersome building and modification, and aims to replace that friction with greater lightness and control through AI-assisted coding.

## Approach / What changed

Cursor uses instant answers for finding primitives, single “tabs” for mechanical refactors, directive expansion into working source, and rapid thousand-line changes. Its team has also built SOTA next-edit-prediction models, multi-billion-file retrieval systems, and code rewrites through speculative inference.

## Takeaways

- Cursor reports more than 40,000 customers, including startups, research labs, and enterprises.
- The announced systems include SOTA next-edit-prediction models, multi-billion-file retrieval, and fast code rewrites through speculative inference.
- Cursor raised $60m in Series A funding from Andreessen Horowitz, Thrive Capital, OpenAI, named individuals, founders, and other investors.

**Tags:** [AI](https://yomu.fyi/topic/ai), [Cursor](https://yomu.fyi/topic/cursor)

- Source: [Cursor](https://cursor.com/blog/series-a)
- Source URL: https://cursor.com/blog/series-a
- Ingested by Yomu: 2026-09-02T11:54:43.383Z

[Read original post](https://cursor.com/blog/series-a)