Real AI agent use cases, with sources and setup prompts

Stop AI-built sites from all looking the same with a design review loop

He open-sourced loom, a workflow that gives your coding agent distinct design directions, takes honest screenshots and has a reviewer send the work back until it passes. It works in Claude Code, Cursor, Codex and Antigravity.

$17/mo15 minutesIntermediateSource linked

Source

@evidencecodes on X · 2026-10-19

Written in our own words. Credit to the original author. Link checked 2026-10-20.

What they did

He open-sourced loom, a workflow that gives your coding agent distinct design directions, takes honest screenshots and has a reviewer send the work back until it passes. It works in Claude Code, Cursor, Codex and Antigravity.

Result (as claimed)

Open source; explained in a thread.

Tools they used

Cost: Claude Code: from $17/mo; Cursor: free plan, paid from $8/mo; OpenAI Codex: free plan, paid from $8/mo.

Set it up

  1. Write a one-page brief

    Describe the app in plain words: who it is for, the 3 core screens or actions, and what "done" looks like.

  2. Start the project with your agent

    Open Claude Code and paste the brief. Ask it to propose a stack and a file plan before writing code.

  3. Build one slice at a time

    Ship the smallest working flow first, run it, then add features one by one. Commit after each working step.

  4. Test it like a user

    Click through on desktop and phone. Ask the agent to add basic tests and fix anything that breaks.

  5. Check security and ship

    Keep keys in environment variables, check auth and database rules, then deploy and share the link.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Stop AI-built sites from all looking the same with a design review loop
What the original author did: He open-sourced loom, a workflow that gives your coding agent distinct design directions, takes honest screenshots and has a reviewer send the work back until it passes. It works in Claude Code, Cursor, Codex and Antigravity.
Reported result (as claimed by the author): Open source; explained in a thread.
Source: https://x.com/evidencecodes/status/2112193475911303654
Tools they used: Claude Code, Cursor, OpenAI Codex, Antigravity
Category: Vibe coding & apps

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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Guides for this use case

How to vibe code an app with Claude Code · How to use Cursor agents and automations · How to build with Gemini 4 Argon and Gemini agents · How to run multiple coding agents together

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