@MaiYangAI: Watched Lauren (@poteto)'s talk again on how she merged about 2000 PRs over the past month. This was originally a share…
Summary
A tweet sharing Lauren's talk on merging 2000 pull requests in a month, emphasizing creativity and practical workflow in software development.
View Cached Full Text
Cached at: 09/23/26, 08:05 AM
Watched Lauren (@poteto)’s talk again on how she merged about 2000 PRs over the past month. This was originally a share for Cursor Compile in London, and the content is super practical. I really liked that metaphor she kept coming back to.
She doesn’t love the term “software factory” much; she prefers “Michelin kitchen.” What we’re doing is creative work, polishing products with a touch of artistry. With agents, you don’t have to stir every ingredient yourself, but that final dish is still our responsibility.
How the kitchen is laid out, how the line cooks and sous-chefs are matched up, whether there are more dishwashers or more chefs stirring the pots—all of that makes it into the final product.
I’ve added full Chinese subtitles to the video. She said you can watch at 2x speed; I’ve compressed it to 1.5x speed for everyone here.
Original video
lauren (@poteto): here’s how i shipped 2,500 PRs last month to production
this was originally supposed to be for Cursor Compile in London. i couldn’t make it since i was livestreaming for Grok @Bot Galaxy so i’m making it available for free here on X! watch it on 2x speed, i talk slowly
Similar Articles
@poteto: here's how i shipped 2,500 PRs last month to production this was originally supposed to be for Cursor Compile in London…
A developer shares how they shipped 2,500 pull requests to production in a month, originally intended for an event at Cursor Compile in London but made freely available on X.
@Michaelzsguo: Lauren Tan @poteto is an engineer at Cursor, previously worked on React Compiler at Meta, and has been a tech lead and engineering manager at Netflix. She has only been with Cursor for five months. The first month was spent familiarizing with the codebase,...
Lauren Tan, as an engineer at Cursor, shares her efficient methods in AI coding, emphasizing building verification capabilities and skill testing to manage AI agent teams, achieving high output and automating PR merges.
@AYi_AInotes: Bro, this is straight-up explosive—it's the most hardcore way top-tier engineers can harness AI. I recommend cranking i…
Lauren Tan, a former engineer at Meta and Netflix now at xAI, shared her methodology for leading an AI agent fleet to merge 2500 production PRs in a month, emphasizing rigorous validation and a Dune architecture with an open-source tool called pstack.
108 PRs in eight days: Accidentally discovering loop engineering
A developer shares their experience of accidentally discovering 'loop engineering' while submitting 108 pull requests in eight days, highlighting a new approach to software development.
@mattpocockuk: Submitted a session to @aiDotEngineer Paris "Fixing The PR Bottleneck" - all about how you can apply software fundament…
A tweet announces that a session titled 'Fixing The PR Bottleneck' has been submitted to the AI Engineer Paris event, focusing on applying software fundamentals and automated review to speed up pull requests, with the session to be recorded and shared on YouTube.