Yuzululu

AI Context Flow -product hunt #1 of the week
@PluralityWeb3 Turn the web, your AI tools, and your team's knowledge into one memory.

GTM/Marketing/Product

[Yuzululu @Yuzulele09]

@gregisenberg building for job seekers

[Yuzululu @Yuzulele09]

People ask me why do I use Claude + ChatGPT + Gemini instead of sticking to Claude:

They lead different benchmarks (Opus 5 #1 on SWE-bench, GPT-5.6 #1 on BrowseComp) and they don't train on the same data, Google pays Reddit $60M/yr, Anthropic got sued instead.

The catch is context. Chroma found all 18 frontier models they tested degrade as input grows.

So I keep one memory layer AI Context Flow to sync across all three, below are the saved context from web, Claude chats, ChatGPT chats and Gemini chats. I use @aicf to control what each one actually sees and control my prompt to be precise.

Right model, clean context, no re-explaining.

[Carnage @0xCarnagee]

Prime Intellect engineer:

"everyone's bragging about a million-token context. here's what they don't tell you.

at 256k tokens GPT-5.5 scores 80% on retrieval. push it to a million and it drops to 36%. the model accepts the context, it just can't reason across it. people call it context rot."

in a 20-minute talk he explains why bigger context windows won't save your agents.

continual learning + training on your own traces + real environments - that's the fix.

Watch the talk, then save!

[Yuzululu @Yuzulele09]

@carrabre The shelf idea looks really good

[Yuzululu @Yuzulele09]

@samueljmcd Usually you receive a notification which categories why you got suspended and you can create a ticket to appeal

[Yuzululu @Yuzulele09]

@samueljmcd Design skill

[Yuzululu @Yuzulele09]

@VincentWei93 不错，打算体验一下，感谢分享！

[Yuzululu @Yuzulele09]

Simply tag aicf to pull your saved memory from anywhere

[Plurality Network @PluralityWeb3]

Meet @aicf 👋

Your new shortcut for pulling exact context into any prompt.

Some examples:
✅ @aicf pull exact brand colors from my memory
✅ @aicf add exact influencer handles in my prompt
✅ @aicf fetch my memories from these n buckets

Full control, zero guesswork.

See it in action 👇

#AITools #PromptEngineering

[Plurality Network @PluralityWeb3]

Meet @aicf 👋

Your new shortcut for pulling exact context into any prompt.

Some examples:
✅ @aicf pull exact brand colors from my memory
✅ @aicf add exact influencer handles in my prompt
✅ @aicf fetch my memories from these n buckets

Full control, zero guesswork.

See it in action 👇

#AITools #PromptEngineering

[Yuzululu @Yuzulele09]

@WesRoth this looks cool, but I would prefer to have the "books"and "librarian" together

[Yuzululu @Yuzulele09]

@nini_incrypto_ profitable businesses: helping startups scale services

[Yuzululu @Yuzulele09]

@chatcutapp finally see something different in product videos, is this video also AI made?

[Yuzululu @Yuzulele09]

@danielsinclair I have seen a similar concept three years ago, it was moving cloud that can follow you 😂

[Yuzululu @Yuzulele09]

There's a lot of discussion around "second brain" systems (Andrej Karpathy, Simon Willison, Tiago Forte, etc.), but most knowledge capture still looks like:

Read → Copy → Switch tabs → Paste → Organize → Go back.

Every interruption costs attention. It sounds small, but every context switch breaks your focus.

My workflow is :

Read → Think → Save the important part → Continue reading.

If I'm already reading an article, I should be able to:
�� Ask questions about it
• Save the important insights
• Continue reading
check this out:

[Plurality Network @PluralityWeb3]

Prompt optimization just got two modes 🚀

⚡ Fast: one click, instant optimization
🎯 Advanced: follow-up questions for full precision

No more choosing between speed and control. Pick what fits your workflow.

Watch it in action 👇

[Yuzululu @Yuzulele09]

@hey_madni Do I use Duolingo to fix my grammar tho? It’s for language very beginners

[Yuzululu @Yuzulele09]

@91cross Use an AI memory tool where you can save these projects, and when you hit the limits, switch AI tools and then work where you left

[Yuzululu @Yuzulele09]

特指用Opus 和Sonnet 时候

[Yuzululu @Yuzulele09]

Fable 5没上线以前感觉其他模型做视频，设计还挺好用的。怎么现在感觉Claude整体智商掉线了?