Case Study: Stripe achieves scalable AI software factory workflows with Firecrawl

Stripe boosts developer search and agent workflows with Firecrawl

Stripe faced the challenge of scaling its AI coding agents, as the bottleneck for software development shifted from writing code to reviewing it. To manage this, they partnered with Firecrawl to provide live web and developer index context for their agents, ensuring they weren't working on already-solved problems.

Firecrawl's solution provided Stripe's agents with a curated developer index to check for existing solutions before starting work, preventing wasted effort. This was a key part of Stripe's larger AI software factory, which enabled them to successfully merge 1,300 agent-authored pull requests per week by implementing a system with isolated workspaces, automatic verification, and a human merge gate.

Stripe