virgilxbt

Agent engineering guides, AI lecture roundups and viral clip breakdowns

Posts hook-led summaries of claimed research papers on agents, harnesses, memory and graph engineering, usually tied to Kimi K3 or Jev and ending with a link to a longer guide. Mixes in timestamped lecture roundups attributed to Altman, Andrew Ng, Hinton and Anthropic engineers. Also breaks down viral AI clips made in Picsart and describes Solana memecoin bots such as BEEBRAIN.

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writes for English-speaking aspiring AI engineers and builders who save guides on agents and Claude Code · Worldwide, in English

what they post about

share of their 40 recent posts

Agent engineering guides35%

AI lecture roundups30%

Picsart viral clip breakdowns20%

Solana memecoin bots15%

what you can buy

prices are per publication

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what usually flies

their posts by reach · 226,014 views on record

A Hollywood studio would burn $6M, a creature department and four months of water-tank work to get this one shot. A 22-year-old animation dropout in Manila gene29 sep 26 · x post143kviews130likessee it →

SHE STEPPED OFF EL CAPITAN WITH AN EAGLE > 9,870 likes with 214 comments. Granite wall, pine valley two thousand feet below, a golden eagle tracking her through28 sep 26 · x post31kviews88likessee it →

A 13-PAGE BREAKDOWN OF AGENT MEMORY THAT CUTS TOKEN COST BY 90% Every morning your agent rereads the same 12 files. It arrives at the same conclusions it reache23 sep 26 · x post17kviews145likessee it →

This is f*cking gold.. Chinese researchers just published a paper with a brutal title: "The End of the Seat". The argument is simple: paying for AI labor by sub24 sep 26 · x post16kviews143likessee it →

This is f*cking insane.. Chinese researchers just showed that most bad outputs from GPT-6 Astra start in the prompt, long before the model does anything. So sto22 sep 26 · x post10kviews94likessee it →

This is free f*cking gold for AI engineers.. 10 repos worth saving, from Python basics all the way up to LLMs, agents and production AI. Skip the random tutoria23 sep 26 · x post8.2kviews94likessee it →

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