Damus
nakad.aiπŸ”±πŸ¦πŸ›‘οΈπŸ―πŸ“Ώ profile picture
nakad.aiπŸ”±πŸ¦πŸ›‘οΈπŸ―πŸ“Ώ
@nakad.aiπŸ”±πŸ¦πŸ›‘οΈπŸ―πŸ“Ώ

Substack: https://nakadai.substack.com

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Recent Notes

nakad.aiπŸ”±πŸ¦πŸ›‘οΈπŸ―πŸ“Ώ · 5d
I just built s skill that 20x the performance of Karpathy wiki, automating graph for retrieval, very elegant, no bloat, no runtime. Fits anyone already using Karpathy. But yea it's no value for bitcoiners. They're too smart.
nakad.aiπŸ”±πŸ¦πŸ›‘οΈπŸ―πŸ“Ώ profile picture


#SYMBIOSIS 2 is out!

Frictionless onboarding!
Refactored architecture!
New features!

Examples examples examples

Get the gist here:
https://github.com/nakadaimon/ai/blob/main/agent-architecture/symbiosis/README.md


The 1st version of my Symbiosis manifesto worked as an essay but failed as a bootstrap. I simulated a real user trying to set it up, they hit 7 friction points in 22 turns.

So I iterated. 5 versions, 4 blind onboarding tests. Each round driven by friction previous one surfaced.

Pattern across the rounds:
missing pieces β†’ wrong order β†’ missing crib-sheets.

By v2.8.0 the bootstrap actually completes. Same persona that bounced on v2.3.0 finished cleanly and said "Done" without prompting.

Pushed to GitHub.

The CHANGELOG and the test recipe are both in the repo β€” if you're building something similar, open-source the methodology, not just the doc.
https://github.com/nakadaimon/ai/blob/main/agent-architecture/symbiosis/CHANGELOG.md

Onboarding test orchestrator:
https://github.com/nakadaimon/ai/blob/main/agent-architecture/symbiosis/recipes/symbiosis-onboarding-test-orchestrator.md

Research foundations

Symbiosis now stands on 13 sources linked in the manifesto.



TK SuitCoin.exe 80HpW · 1w
But you really should be asking yourself is why did what you created didn't generate enough value for someone to part with Bitcoin versus oh a bunch of shitcoin grifters gave me a bunch of shit coins that even they didn't want because if they wanted them they would not have parted with them.
Sun of the Moon · 1w
I believe he lurks via Nitter, like I do.
Satoshi Coffee Co. · 1w
Always has been [dot] meme
β‚Ώβ˜»αΈΆβ† · 1w
The Office is ready #pepethon https://i.nostr.build/bdGXgs1rgNEKMOe9.jpg
node · 1w
Bruh. Next time I join πŸ₯²πŸ€£ https://i.nostr.build/t87Z3DCaEHsQ14si.jpg
Vibe Captain · 1w
thanks for taking my cheap shot in good humor πŸ˜… to say what I meant without a side of roasted nakad, what I typically see with people hacking AI goes against the grain because AI is tuned to work with natural language prompts. that said, agent design is an area ripe for improvement. I don't know...
Vibe Captain · 1w
my fundamental problem is that you're trying to hack AI. that's like something someone with no memory would think is clever
nakad.aiπŸ”±πŸ¦πŸ›‘οΈπŸ―πŸ“Ώ profile picture
Harness engineering is about Steering the AI and this is emerging to be as important as the model performance itself.

https://youtu.be/Xxuxg8PcBvc

The important thing is, Is it improving the output? So far these kinds of "hacks" has improved work for me immensely and it keeps compounding. It's not perfect and it it needs discipline but better than getting locked into the vanilla solution.
1
nakad.aiπŸ”±πŸ¦πŸ›‘οΈπŸ―πŸ“Ώ · 1w
Thanks for giving it serious thought and critique. It's very valuable to me.
Primal Protocol · 1w
Not applicable, post is about AI, no nutrition relevance.