---
title: "How Stripe rolled out a consistent Cursor experience for 3,000 engineers"
description: "Stripe rolled out Cursor to more than 3,000 engineers while preserving its standards for developer experience and API uptime. The company preloaded Cursor on every machine, taught it in onboarding labs alongside VS Code and IntelliJ, and used Cursor Rules to supply codebase and coding-standard context, with teams able to add local rules. Adoption was reinforced by power users, while code review evolved to use LLMs to flag complex methods and risky files so reviewers could focus attention without sacrificing quality. An internal survey found developer sentiment at a five-year high, and MacVicar observed the largest productivity gains among longest-tenured engineers rather than junior developers. That finding has prompted exploration of letting new hires learn the codebase before receiving Cursor access, reinforcing MacVicar’s advice to start before every AI-workflow question is settled."
---

# How Stripe rolled out a consistent Cursor experience for 3,000 engineers

[Cursor](https://yomu.fyi/company/cursor) · Cursor · Feb 17, 2026

**Type:** Explainer

## Summary

Stripe rolled out Cursor to more than 3,000 engineers while preserving its standards for developer experience and API uptime. The company preloaded Cursor on every machine, taught it in onboarding labs alongside VS Code and IntelliJ, and used Cursor Rules to supply codebase and coding-standard context, with teams able to add local rules. Adoption was reinforced by power users, while code review evolved to use LLMs to flag complex methods and risky files so reviewers could focus attention without sacrificing quality. An internal survey found developer sentiment at a five-year high, and MacVicar observed the largest productivity gains among longest-tenured engineers rather than junior developers. That finding has prompted exploration of letting new hires learn the codebase before receiving Cursor access, reinforcing MacVicar’s advice to start before every AI-workflow question is settled.

## Context

Stripe wanted to introduce AI coding across more than 3,000 engineers without sacrificing its developer experience or code quality. The company also needed code review to keep pace with increased code production, and discovered that the engineers gaining the most from Cursor were not the junior developers it had expected.

## Approach / What changed

Stripe preinstalled Cursor, VS Code, and IntelliJ, taught the tools during onboarding labs, and used Cursor Rules to provide codebase and coding-standard context. Teams could add their own rules, power users shared workflows, and LLMs helped code reviewers identify complex methods and risky files. Stripe is also considering whether new hires should learn the codebase before receiving Cursor access.

## Takeaways

- Cursor Rules provide Stripe engineers with codebase and coding-standard context, while individual teams can add their own rules.
- Stripe uses LLMs in code review to flag complex methods and risky files, helping reviewers prioritize attention as engineers write more code.
- MacVicar observed the biggest productivity gains among Stripe’s longest-tenured engineers, leading to exploration of delaying Cursor access for new hires while they learn the codebase.

**Tags:** [AI](https://yomu.fyi/topic/ai), [Code Review](https://yomu.fyi/topic/code-review), [Cursor](https://yomu.fyi/topic/cursor), [Developer Experience](https://yomu.fyi/topic/developer-experience)

- Source: [Cursor](https://cursor.com/blog/stripe)
- Source URL: https://cursor.com/blog/stripe
- Ingested by Yomu: 2026-09-02T11:44:19.107Z

[Read original post](https://cursor.com/blog/stripe)