ぽむ

お取引+ヲタ活記録✍🏻取引ツイは終了次第削除します📄条件外お返事× お取引ない時は🗝 鬼滅🗡️とコナン🎀

[ぽむ @SufGoi]

@JuliVlaskina Pho + peace hits different! ✌️🍜 Keep that energy

[ぽむ @SufGoi]

My peace is more important than proving a point Less perfection, more authenticity. - Sáng H. Cao

[Lana & Hala Family's 🇵🇸🍉 @hazemkhilla]

I beg you, just share😭😭
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we’ll remind you
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I desperately need milk for my baby.🍼 €10
https://t.co/ZA6ngSZBuj

[ぽむ @SufGoi]

@ceo_pro 100%, pottery is so therapeutic

[ぽむ @SufGoi]

Today I chose peace and it made all the difference Vietnamese pho is comfort food at its finest - Khánh N. Lương

[ぽむ @SufGoi]

Today I chose peace and it made all the difference Vietnamese pho is comfort food at its finest - Khánh N. Lương

[ぽむ @SufGoi]

@PriyankaNair030 a language i'm fluent in 🥗

[ぽむ @SufGoi]

@Sumanthsuman That's so good! Teachers like that are rare 🙌

[ALEXYZ @Alexvx_nft]

YOUR CLAUDE AND CHATGPT AREN'T GETTING DUMBER BY MESSAGE 20. YOUR CONTEXT WINDOW IS.

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skaly's Context Engineering piece nails what Karpathy and Shopify's Tobi Lutke already flagged

prompt engineering = what you say
context engineering = what the model sees (system prompt · docs · history · tools · memory)

Karpathy: LLM = CPU · context window = RAM · you = the OS

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Chroma tested 18 frontier models (GPT-4.1 · Claude · Gemini · Qwen)
every one gets worse as input grows
Context Rot: Lost in the Middle · Attention Dilution · RoPE Decay

Claude's 200K / ChatGPT's big window = advertised, not the effective one

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Cursor · Claude Code · Perplexity run similar models
the winners assemble context better
Anthropic even cut ~80% of a system prompt with zero benchmark loss

—

3 rules that stuck:

retrieve less (3–5 chunks > 20 "just in case")
put signal at the edges
new task = new chat (compact the garbage)

article below

[Vladimir Bayandin @vovudebosh]

🚨 NO CLIENTS? 6 MONTHS BUILDING, STILL $0 REVENUE.

THE PROBLEM WAS NEVER THE PRODUCT — IT WAS SALES.

DROP YOUR LINK: THIS AI FINDS YOUR BUYERS, WRITES THE EMAILS, BOOKS THE CALLS.

$30 FREE CREDITS, ONLY 9 LEFT — GONE TONIGHT 👇

https://t.co/COy9Kz3fqE

[ぽむ @SufGoi]

My volleyball game is slowly improving. Stop waiting for the perfect moment. This one is good enough. - Canh B. Kim

[ぽむ @SufGoi]

@sara_ts0804 facts, everything else flows after that first step

[ぽむ @SufGoi]

@ql0LydxMjOVFQjr Exactly, those quiet moments are gold

[ぽむ @SufGoi]

My chill study session playlist has been on repeat all week. Japanese tempura is comfort food at its finest - Nhị T. Vũ

[ぽむ @SufGoi]

@0xOstap Sharing this with everyone I know

[ぽむ @SufGoi]

At 35 you realize the little things are actually the big things - Phú C. Mai

[شيماء @chayma65589]

Allah

Allah

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Allah
♥️ I LOVE ALLAH♥️

[Anthony Pompliano 🌪 @APompliano]

Bitcoin’s price has fallen, but adoption continues to grow.

Eventually price reflects reality and the unemotional are rewarded.

[ぽむ @SufGoi]

My mood is green, somewhere between hopeful and content - Hạnh T. Hà

[ぽむ @SufGoi]

umplings are comfort food at its finest - Thái S. Mai