{"slug": "build-an-ai-code-review-bot-in-30-minutes-with-vercel-eve", "title": "Build an AI code review bot in 30 minutes with Vercel Eve", "summary": "Claire Vo, host of the podcast, demonstrates how to build an AI code review bot called Merge Mommy using Vercel Eve in 30 minutes, which reads pull requests, scores them across six risk dimensions, auto-approves low-risk ones, and escalates others to Slack. The bot, built in a single Codex session, is SOC 2 compatible and cleared Vo's backlog, with Intercom reporting 5x faster PR approval and reduced revert rates by using AI in the review loop.", "body_md": "AI writes most of my code now, and that created a new problem: a PR queue I couldn’t keep up with. In this episode, I walk through how I built Merge Mommy, a Vercel Eve agent that reads every PR after checks pass, scores it across six risk dimensions, auto-approves the low-risk ones, and pings me in Slack for anything that needs a human. I built the whole thing in one Codex session, it’s SOC 2 compatible, and it’s already cleared my backlog.\n\n**Listen or watch on YouTube, Spotify, or Apple Podcasts**\n\n### What you’ll learn:\n\nWhy AI-generated PRs create a review bottleneck and why the answer isn’t reviewing all of them\n\nHow Intercom 5x’d PR approval speed and reduced revert rates by putting AI in the review loop\n\nWhy Vercel Eve is the simplest framework I’ve found for deploying AI agents in Slack and GitHub\n\nHow I built a full PR review agent in Codex with one prompt and a few steering turns\n\nThe six components I use to score PR risk (blast radius, reversibility, data security, ops impact, verification gap, and change surface)\n\nHow I used Chrome browser use to handle Slack bot and GitHub app configuration so I never had to click through setup screens manually\n\nWhy auto-approved PRs can be SOC 2 compliant as long as the process is auditable, queryable, and in your risk policy\n\nHow to set up Slack escalation so low-risk PRs become a two-click merge with no manual review\n\n### Brought to you by:\n\n** WorkOS**—Make your app Enterprise Ready today\n\n### In this episode, we cover:\n\n([00:00](https://www.youtube.com/watch?v=cmATJGbA8bI)) The PR review backlog problem nobody’s talking about\n\n([02:35](https://www.youtube.com/watch?v=cmATJGbA8bI&t=155s)) Why you don’t have to review every AI-generated PR\n\n([05:14](https://www.youtube.com/watch?v=cmATJGbA8bI&t=314s)) How Intercom built AI-approved PRs (and proved they’re safer)\n\n([06:10](https://www.youtube.com/watch?v=cmATJGbA8bI&t=370s)) How the Eve framework works (directory, skills, channels, connectors)\n\n([09:16](https://www.youtube.com/watch?v=cmATJGbA8bI&t=556s)) The Codex prompt I used to build the entire bot\n\n([11:36](https://www.youtube.com/watch?v=cmATJGbA8bI&t=696s)) What the agent actually does: read, score, approve, or escalate\n\n([13:07](https://www.youtube.com/watch?v=cmATJGbA8bI&t=787s)) Setting up your Eve agent\n\n([15:47](https://www.youtube.com/watch?v=cmATJGbA8bI&t=947s)) The six-component risk scoring model\n\n([17:23](https://www.youtube.com/watch?v=cmATJGbA8bI&t=1043s)) Merge Mommy in action: three live PR examples\n\n([21:10](https://www.youtube.com/watch?v=cmATJGbA8bI&t=1270s)) Recap and how to build your own version\n\n### Tools referenced:\n\n• Vercel Eve: [https://vercel.com/eve](https://vercel.com/eve)\n\n• Vercel AI SDK: [https://sdk.vercel.ai/](https://sdk.vercel.ai/)\n\n• Vercel Chat SDK: [https://chat-sdk.dev/](https://chat-sdk.dev/)\n\n• Codex (OpenAI): [https://openai.com/codex](https://openai.com/codex)\n\n### Other references:\n\n• AI is approving our pull requests: Here’s how we made it safe:[ https://www.intercom.com/blog/ai-is-approving-our-pull-requests-heres-how-we-made-it-safe/](https://www.intercom.com/blog/ai-is-approving-our-pull-requests-heres-how-we-made-it-safe/)\n\n• Review is the bottleneck now: How we let AI approve pull requests (safely): [https://rewind.com/blog/ai-approve-pull-requests-safely/](https://rewind.com/blog/ai-approve-pull-requests-safely/)\n\n### Where to find Claire Vo:\n\nChatPRD: [https://www.chatprd.ai/](https://www.chatprd.ai/)\n\nWebsite: [https://clairevo.com/](https://clairevo.com/)\n\nLinkedIn: [https://www.linkedin.com/in/clairevo/](https://www.linkedin.com/in/clairevo/)\n\nProduction and marketing by [https://penname.co/](https://penname.co/). For inquiries about sponsoring the podcast, email [[email protected]](/cdn-cgi/l/email-protection).", "url": "https://wpnews.pro/news/build-an-ai-code-review-bot-in-30-minutes-with-vercel-eve", "canonical_source": "https://www.lennysnewsletter.com/p/build-an-ai-code-review-bot-in-30", "published_at": "2026-08-05 12:04:01+00:00", "updated_at": "2026-08-05 12:55:28.912967+00:00", "lang": "en", "topics": ["ai-agents", "ai-tools", "developer-tools", "ai-products"], "entities": ["Claire Vo", "Vercel Eve", "Merge Mommy", "Codex", "Intercom", "Slack", "GitHub", "WorkOS"], "alternates": {"html": "https://wpnews.pro/news/build-an-ai-code-review-bot-in-30-minutes-with-vercel-eve", "markdown": "https://wpnews.pro/news/build-an-ai-code-review-bot-in-30-minutes-with-vercel-eve.md", "text": "https://wpnews.pro/news/build-an-ai-code-review-bot-in-30-minutes-with-vercel-eve.txt", "jsonld": "https://wpnews.pro/news/build-an-ai-code-review-bot-in-30-minutes-with-vercel-eve.jsonld"}}