---
title: "Lauren Tan"
description: "Lauren Tan describes verification and agent-oriented architecture in her public talk about Dune."
plain: "Lauren Tan builds trust in agent work through verification, skills and an agent-friendly codebase."
group: person
terms:
  - "Lauren Tan"
sources:
  - url: https://x.com/poteto/status/2102050467505430555
    title: "lauren on X: \"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\" / X"
    publisher: "Lauren Tan"
    note: "Dune talk; used for verification, skills, and agent-oriented process boundaries."
    accessed: "2026-10-01"
---

# Lauren Tan

> For agents: start with the [agent guide](https://ratstack.sh/llms.txt). Every page is Markdown by default; add `Accept: text/html` for HTML.

New on /news: [Effect Office Hours 52 with Resonate HQ](/news).

Lauren Tan describes verification, skills, and an agent-friendly codebase as ways to build trust in agent work. [Watch from 06:45](https://video.twimg.com/amplify_video/2101938030122868736/vid/avc1/3442x2160/BQlPlAZCEVPDemv1.mp4#t=405).

Her Dune framework organizes an application around named features, entrypoints, clients, hosts, and typed interfaces between those parts. [Watch from 19:01](https://video.twimg.com/amplify_video/2101938030122868736/vid/avc1/3442x2160/BQlPlAZCEVPDemv1.mp4#t=1141).

## Sources

1. [lauren on X: "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" / X](https://x.com/poteto/status/2102050467505430555)
   Lauren Tan. Dune talk; used for verification, skills, and agent-oriented process boundaries. Accessed 2026-10-01.

## Linked from

- Agent guide → An Effect stack so pure (aspirational) Kit Langton will blush. → [Read page](https://ratstack.sh/llms.txt)

- Change log → What changed in the files served here, newest first. → [Read page](https://ratstack.sh/log)

- Full agent guide → An Effect stack so pure (aspirational) Kit Langton will blush. → [Read page](https://ratstack.sh/llms-full.txt)

- gardener → Keep rat-stack current and clean. Update exact dependency versions, learn from repos on the same versions, and add lint rules before cleanup. → [Read page](https://ratstack.sh/skills/gardener)

- Lauren Tan's skills → Lauren Tan (poteto) publishes skills in several repos: brainmaxxing for memory and skill improvement, noodle for skill-based orchestration, how for explaining a codebase, and a verification-skill example. → [Read page](https://ratstack.sh/lore/lauren-tan-skills)

- Rat Stack lore | rat-stack → Short, source-grounded notes on the ideas and decisions behind rat-stack. → [Read page](https://ratstack.sh/lore)

- rat-stack-mode → Route non-trivial rat-stack code, data, design, investigation, and documentation tasks to every matching playbook and principle. → [Read page](https://ratstack.sh/skills/rat-stack-mode)

- Source change history (log.md) → The generated change log as Markdown. → [Read page](https://ratstack.sh/log.md)

- The fence → The fence uses compiler checks, lint rules, and hooks to reject unsafe shortcuts. → [Read page](https://ratstack.sh/lore/the-fence)