Opening another 100 alpha access spots. Last ones for a while. First come, first serve! (Oh, and you can use your Claude Max subscription so most tokens are free!)
@mattshumer_
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Model Switching Limitations in Efficient AI Architectures
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You can! (unless you're using the efficient model, which uses a different agent architecture that can't swap between models)
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Understanding AI Models: Working With Their Natural Strengths
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The model has a grain. Most "bad output" is me trying to force it across that grain instead of along it.
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Seven Years of AI Prompting: A Simple Framework
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I've spent seven years prompting AI systems. Here's the simple framework I'd give a friend to help them get the most out of AI agents:
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AI-Generated Code Quality Reaches New Milestone
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good god this model is unbelievable
— Matt Shumer (@mattshumer_) 21 avril 2026
the era of ai-written software looking like 'slop' is officially over https://t.co/hCWSly4Af2 pic.twitter.com/dYqTn9LGVdgood god this model is unbelievable the era of ai-written software looking like 'slop' is officially over
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AI generates image guides for real slide creation
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You can do anything you want! In this case, I had the AI use the images as a guide to build real slides.
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Agent S generates images and designs UI slides
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Try it: https://
agent-s.app, and just ask it to generate you some images, or design a UI/slides for you! -

GPT-Image-2 Enables Professional-Quality Slide Decks and Apps
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GPT-Image-2 is absolutely fucking insane.
— Matt Shumer (@mattshumer_) 21 avril 2026
I added it as a tool that Agent-S can use, and it's now generating slide decks + apps that look like they were designed by pros.
This is easily the biggest step up in image generation I've seen in years.
Just look at what it made: pic.twitter.com/1uUAibKVPBGPT-Image-2 is absolutely fucking insane. I added it as a tool that Agent-S can use, and it's now generating slide decks + apps that look like they were designed by pros. This is easily the biggest step up in image generation I've seen in years. Just look at what it made:
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Agent-s app platform launches with persistent deployment capability
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just go to https://
agent-s.app! it's persistent (should still be there :)) -
Agent-S App Opens 100 Alpha Spots for Users
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Opening 100 more alpha spots for http://
agent-s.app. First come, first serve. This agent is just insanely powerful. And so damn easy to use.