Real AI agent use cases, with sources and setup prompts

Have 6 AI models design and 3D print egg drop capsules and compare them

A builder asked six top models, including Gemini 4 Argon, Claude Opus 5.5, Qwen 3.8-Max, Muse and GPT 6 Astra, to design and engineer a 3D-printed capsule that protects an egg from the tallest possible drop, then printed and tested them.

$2 in / $10 out per 1M tokensDaysAdvancedSource linked

Source

@rpnickson on X · 2026-10-16

Written in our own words. Credit to the original author. Link checked 2026-10-23.

What they did

A builder asked six top models, including Gemini 4 Argon, Claude Opus 5.5, Qwen 3.8-Max, Muse and GPT 6 Astra, to design and engineer a 3D-printed capsule that protects an egg from the tallest possible drop, then printed and tested them.

Result (as claimed)

A real-world physical test that ranks models on 3D design and engineering.

Tools they used

Cost: Gemini 4 Argon: from $2 in / $10 out per 1M tokens; Claude Opus 5.5: from $4 in / $20 out per 1M tokens; GPT-6 Astra: from $10 in / $50 out per 1M tokens.

Set it up

  1. Gather your sources

    Collect the papers, notes, links or files you want to work from in one place.

  2. Load them into the tool

    Open Gemini 4 Argon, Claude Opus 5.5, Qwen, Muse, GPT-6 Astra, 3D printer and add your sources. Keep the original files so you can check claims later.

  3. Ask focused questions

    Ask for summaries, comparisons or connections with citations to the source passages.

  4. Verify and save

    Spot check claims against the sources, then save the output as notes you can reuse.

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: Have 6 AI models design and 3D print egg drop capsules and compare them
What the original author did: A builder asked six top models, including Gemini 4 Argon, Claude Opus 5.5, Qwen 3.8-Max, Muse and GPT 6 Astra, to design and engineer a 3D-printed capsule that protects an egg from the tallest possible drop, then printed and tested them.
Reported result (as claimed by the author): A real-world physical test that ranks models on 3D design and engineering.
Source: https://x.com/rpnickson/status/2111144364797817262
Tools they used: Gemini 4 Argon, Claude Opus 5.5, Qwen, Muse, GPT-6 Astra, 3D printer
Category: Research & learning

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 design and 3D print things with AI agents · How to build with Gemini 4 Argon and Gemini agents · How to make 3D scenes and models with AI and Blender

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