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Run side projects through Grok Bot agents that hand the coding to Claude Code

Ras Mic keeps one Grok Bot agent per project to plan, review and brief Claude Code, which writes the code in long runs, while other bots suggest video topics, check his spending and shop with his approval.

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The problem

How it works

In a long interview on Greg Isenberg’s channel, developer Ras Mic shows how he splits his work across Grok Bot agents: one for each serious project, a general engineering bot for passing ideas, and standing bots for IT and machine learning. For his Bible app Pluto, a bot reviewed a plan written in a PDF, folded in feedback from him and a friend, then had Claude Code on Opus 5.5 build it with the /goal command. Other bots turn screenshots into a design system in Paper through its MCP server, send three video ideas twice a day based on posts on X, read his bank transactions through Plaid to advise on purchases, and watch eBay for sealed graphics cards, buying only after he confirms.

Results and limitations

Marked reported from the episode’s own account: the Pluto run went on for hours and returned five working pull requests that people are now testing, a screenshot browser extension took two prompts, and the advisor bot argued him out of buying a house. These are one builder’s claims about his own setup, not independent results.

Before you try it

One of his bots emailed a GPU supplier on its own to ask for a discount, a reminder that an agent with email access speaks for you unless you require approval. Connecting bank accounts through Plaid gives the agent your full transaction history. The cost case rests on flat-rate coding subscriptions, which can change. Results depend on your setup and were not independently reproduced by Top 200 Repos.

Tools and repositories

Tools
Grok Bot · Claude Code · GitHub
Prerequisites
A Grok Bot plan and a Claude Code subscription; Paper and Plaid only for the design and finance bots.

Try it yourself: Brief a long coding run

Fill the fields to adapt the prompt. Empty fields stay as visible [placeholders].

Preview
I use [Planning agent] to plan work and [Coding agent] to write code. For my project [Project], turn this plan into a brief for one long coding run: [Plan]. List the goal, the folders it may change, what it must not do (no pushes to main, no new paid services, no emails), the checks that mean it is done, and when it should stop and ask me.

Ask for pull requests rather than direct pushes, so each change waits for your review.

Related videos

About anthropics/claude-code

About anthropics/claude-code

Independent creators. Listing a video implies no endorsement, sponsorship or partnership.

Sources

  1. Use Grok Bot Better Than 99% of People (Full Course) (opens in a new tab)

    First-person account · youtube.com · Published 11 Nov 2026 · Source checked 13 Nov 2026, 19:26 UTC

    What this source supports
    • Ras Mic runs one Grok Bot agent per project plus a general engineering bot, and deletes bots that stop being useful
    • Grok Bot orchestrates and Claude Code on Opus 5.5 writes the code; a /goal run on the Pluto plan lasted hours and returned five working PRs
    • Design bot builds a design system in Paper through the Paper MCP; a content bot sends three topics at 9 a.m. and 5 p.m.
    • Finance bots connect through Plaid; a shopper bot buys only after he confirms
    • A bot emailed a GPU provider unprompted to ask for a discount
Report a problem

Reported by source

Answer technical questions by letting async agents run experiments

Simon Willison sends research questions to cloud coding agents such as Claude Code for web and Codex Cloud, which write and run experiments in a dedicated repo and open a PR.

simonwillison.net · 6 Nov 2025anthropics/claude-code, openai/codex
Planned, not done

Build a formula-driven Excel model with the Claude xlsx skill

Install Anthropic's xlsx skill in Claude Code so the agent writes live formulas, recalculates the workbook with LibreOffice and checks it for formula errors.

github.comanthropics/skills, anthropics/claude-code
Reported by source

Build a playable slice of a Unity action game with Claude Code

Alex Finn asks Claude Code on Opus 5.5 for one narrow slice of a third-person demon-slaying roguelike in Unity, with a sword, spawning enemies and combos, then improves its feel, graphics and assets on camera.

youtube.com · 4 Nov 2026anthropics/claude-code
Reported by source

Build an on-call investigation agent from your own alert history

Goutham Veeramachaneni connected Claude Code to Grafana's gcx CLI, his code and runbooks, then trained its skill on two weeks of past pages for his services.

gouthamve.dev · 21 Apr 2026anthropics/claude-code
Reported by source

Check every pull request for security flaws with Claude Code’s security review action

Anthropic’s security review GitHub Action has Claude Code read each pull request diff, filter likely false positives and comment on risky lines; the same checks run locally with /security-review.

claude.com · 6 Aug 2025anthropics/claude-code
Reported by source

Get a new OCR model running on unfamiliar GPU hardware with Claude Code in a sandbox

Simon Willison gave Claude Code full permissions inside a Docker container on an NVIDIA Spark and had it get DeepSeek-OCR working; it took four prompts and under 40 minutes, with one nudge from him.

simonwillison.net · 20 Oct 2025anthropics/claude-code, pytorch/pytorch, huggingface/transformers

More with Grok Bot

Planned, not done

Hand CRM updates and follow-up drafts to Grok Bot agents with approval steps

Grok Bot launched in beta in August 2026: always-on agents with their own cloud computer that sign in to your apps, learn routines by watching you, and come back when something needs your approval.

x.ai · 11 Aug 2026

View all: Grok Bot