# Lauren Tan says Grok bot code ships 30x faster without review

> Original title: some fun slides from my upcoming talk @aiDotEngineer

- Source: Lauren Tan
- Published: 2026-11-04T16:26:40.000Z
- Bad Influence: https://badinfluence.news/items/sgt2hat9hluyfm0f178r085y3
- Original: https://x.com/poteto/status/2118017093677494706

## Summary

Lauren Tan says her team now ships 30 times more code without reading it, with performance as good as or better than at launch. She says agent-friendly architecture is helping tame the resulting slop, and that about 230 people landed at least one PR to the Grok bot in October.

## Post

some fun slides from my upcoming talk @aiDotEngineer 

very excited to share how we ship crazy amounts of code (30x'd) without reading it, yet perf is as good if not better then when we launched

there's a lot more to improve of course, and the ceiling is far from being reached, but given the relentless shipping speed and our high bar for polish, i think that our agent friendly architecture bets are paying off at taming the slop

fun fact: ~230 people landed at least 1 PR to grok bot in october!

![](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FHWRMlavbAAAIOZZ.jpg&mode=thumb&exp=1794009600&sig=76d22f5c6658a3c6)

![](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FHWRMmOPa0AATwD-.jpg&mode=thumb&exp=1794009600&sig=8d51a021071688c2)

## Quoted post @aiDotEngineer

> First AIE Code Summit speakers:
> 
> @poteto, Principal Engineer @ SpaceX
> @steve_yegge, Engineer, Writer, Advisor
> @zachbruggeman, Principal Software Engineer @ Ramp
> 
> Nov 10-12, SF. Come hang out with us. Apply at https://ai.engineer/code

https://x.com/aiDotEngineer/status/2112276851355693315