Testing isn’t optional anymore. It’s table stakes for any serious AI product. Your prompts are the foundation of your product. Test them like you test your code.
@aibreakfast
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Why prompts need testing across hundreds of inputs
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Your prompts need to work across hundreds of different user inputs. One good example doesn't guarantee that your prompt will handle edge cases effectively. Without proper testing, you’re shipping prompts that work sometimes. That’s not good enough for real products.
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Prompt Quality is Key to Reliable AI Products and User Satisfaction
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As AI agents become more complex, the quality of prompts directly impacts the reliability of your AI product. Bad prompts = unreliable AI = frustrated users.
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AI agents now work proactively before user prompts
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Agents don't even wait for you to prompt them anymore, they start working before you ask. https://t.co/93K9ffWUIn
— AI Breakfast (@AiBreakfast) 17 juin 2025Agents don't even wait for you to prompt them anymore, they start working before you ask.
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AI Slides generates college-level presentation about Giza pyramids structures
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I used @genspark_ai
's AI Slides to instantly generate a 16-slide, college-level presentation about the newly discovered massive structures beneath the Giza pyramids Give it the YouTube URL, and it converts the entire transcript into a powerpoint lecture Incredible detail ↓ -
AI job fears vs. 13yo founder using AI to build a company
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You’re worried about losing your job to AI, meanwhile a 13yo founder started his own company with it https://t.co/3xO9yJsLrt
— AI Breakfast (@AiBreakfast) 15 juin 2025You’re worried about losing your job to AI, meanwhile a 13yo founder started his own company with it
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Rocket: Prompt-to-Product Engine Generates Deployable App in 6 Minutes
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Rocket is a prompt-to-product engine that doesn’t just generate code – it reasons through your idea like a dev team would. In 6 minutes, I had: Homepage
Filterable tool lists
Categories
Responsive UI
Downloadable code Fully deployable. All from one sentence. -
AI builds incredible “AI Tools Index” website in 6 minutes for $1.87, no code.
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This AI Agent is incredible.
— AI Breakfast (@AiBreakfast) 13 juin 2025
I built a full "AI Tools Index" website in 6 minutes.
Cost me $1.87 in credits. No code. Just one prompt.
Used https://t.co/RDINdzDKtd for this. It asked me the framework, suggested menu pages, handled design + backend logic.
Check it out: pic.twitter.com/uS7yrs7a0DThis AI Agent is incredible. I built a full "AI Tools Index" website in 6 minutes. Cost me $1.87 in credits. No code. Just one prompt. Used http://
rocket.new for this. It asked me the framework, suggested menu pages, handled design + backend logic. Check it out: -
Cosine’s Genie: AI Dev Tool for Real Engineering, Outperforming Codex & Claude
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— AI Breakfast (@AiBreakfast) 12 juin 2025
Just used Cosine’s Genie and honestly… this is the first AI dev tool that feels like it was built for real engineering work. Not just code suggestions – I’m talking full tasks across large codebases, handled autonomously. This beat Codex and Claude Code for a reason
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Genie: AI dev tool that actually works on real code, not just demos.
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If you're tired of dev tools that demo well but flop on real code, give Genie a shot. It’s the first time I’ve seen an AI agent actually carry its weight in a real software workflow. A developer’s dev tool. Finally. Try it for free: https://
cosine.sh/autopm?utm_sou
rce=social&utm_medium=x&utm_campaign=autopm
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