【「動画工場」に潜入】 17歳の男の子がTikTokへ毎日1000本、 UGC動画を流す 👇 TikTok×UGCを投稿工場レベルまで仕組み化 動画を大量生成→大量投稿→売上につなげるという運用 これ、普通のSNS運用とは別物。 動画で紹介されているのは 17歳の男性が動かす TikTok向けUGC動画の大量投稿現場。 壁一面にスマホが並び 複数端末が同時に動いている。 まさに「動画工場」。 紹介上の数字では 1日に投稿する動画は1000本規模。 そして年間売上は 約5億円に達しているという。 重要なのは 「1本の神動画を作る」 という発想ではない。 大量にUGC動画を出して 反応が取れるクリエイティブを探し 当たった型をさらに展開する。 つまり勝負しているのは 動画編集の上手さだけではなく ・制作本数 ・検証回数 ・投稿速度 ・当たり動画の発見速度 この4つ。 従来なら 企画→撮影→編集→投稿を 人間が1本ずつ回していた。 それを大量処理できる工程に変えると SNS運用そのものが 「制作」から「検証システム」に変わる。 もちろん 毎日1000本や年間5億円という数字は 紹介内容と…

I was wrong about MCPs

This is how i want to build Agentic infrastructure - declaratively. English+Code together in a.ts file with string templates referencing Alchemy resources, event sources and bindings. Deploy to cloud with `alchemy deploy`. No setup.

MiniMax H3: An Open Model Breaking the Boundaries Between Tasks and Modalities

This paper is f*cking brilliant A computer science paper proves that graph engineering is the missing layer for production AI systems The result: developers build stateful workflows using typed state, explicit nodes, conditional routing edges, and durable checkpointers The crazy part is how graph engineering strips control flow completely away from prompt text Graph nodes execute deterministic tools, edge functions evaluate execution state, and checkpointers preserve workflow memory across serv…

Islam is not a religion but a stupid cult 🕋 😂

every time I see a post of Zack Polanski I report the account.

now this is prime Uk Poo

We’ve lived long enough to see Bloc Party turn into UK Poo💔

Were you as shocked as we were? And does the octopus have a place in the "birds and bees" talk? Give the Birds and Bees Episode w/ special guest Dr. Cara Natterson of @less.awkward, a listen to find out. Links in bio. #octopus #wildlife #birdsandbees

🚨 BREAKING: Someone just open-sourced a tool that optimizes your website for AI search engines. It’s called geo-seo-claude. It optimizes any website for AI search engines like ChatGPT, Perplexity, and Claude. → Runs full GEO audits with parallel subagents → Delivers 60-second visibility snapshots → Analyzes structured schema markup for LLMs → Exports complete PDF reports 100% Open-Source.

Dude nails this cover of "Yellow" by Coldplay https://x.com/punt_rd/status/2088511794524647443/video/1

You need a caring girlfriend like Amber Ajami 🇱🇧🇺🇲

I saw the $400k MRR screenshots from @madebycol so of course I had to investigate turns out she's built 4 apps—first one hit 150k MRR, second 250k MRR, latest two in stealth at 400k MRR combined. been running the UGC playbook for years. we went deep on the growth strats👇 0:00 Nicole's App Portfolio and Numbers 2:14 How GlamUp Was Born in a 10-Minute Phone Call 5:29 The Copycat App That Made Them $100K in a Week 9:49 The Viral TikTok Formula They Ran Across 40 Creators 17:16 The Referral System…

Este chico sabe demasiado y explica todo demasiado bien @PuraVirtud

AI Agent Stack everyone must use with GPT 5.6 + Fable 5 (Builder's Guide)

llm-wiki has been incredibly useful to me personally, but not in code yet. Folks who are doing this, some questions: - Is it checked into the repo? - What stuff goes in there? - When do things get added? (during planning? implementation?) - How do you avoid mismatches?

How to do a viral launch on X

This 18-minute MrBeast breakdown will teach you more about getting views, growing on YouTube, and going viral than most creators learn in years. Bookmark it and give it 18 minutes today, no matter what.

How to BEAT the new LinkedIn algorithm in 10 steps

Exploring an intuitive way to visualize agent loops

introducing dither-kit a library of gorgeous dithered charts built from the ground up, no dependencies, they're built on top of a tiny <canvas> engine install it today at

My guide to prompting Fable also applies to GPT-5.6-Sol. The techniques I describe will allow you to get outputs like this.

Bill Burr 🎯

This still reigns supreme as the best schedule release video of all-time. But perhaps that title will change hands today. We’ll find out soon…

Dan Koe casually explained why some founders command a room in ONE sentence than others do across an entire meeting. Full masterclass 👇

I heard you like education knowledge graphs... here's grades 1 and 2 for reading, writing, math (built this for my daughter) Kids are incredibly capable, we're just teaching them the wrong way Showing 463 skills, 9601 learning items, 155 hrs of productive learning time

This is why much of the Grand Canyon is restricted, as ancient cities were once located there. Rumble

There is a process that I have used, and still use, to reignite life... Create two timelines—6 months and 12 months—and list up to five things you dream of having (including, but not limited to, material wants: house, car, clothing, etc.), being (be a great cook, be fluent in Chinese, etc.), and doing (visiting Thailand, tracing your roots overseas, racing ostriches, etc.) in that order. If you have difficulty identifying what you want in some categories, as most will, consider what you hate or fear in each and write down the opposite. Do not limit yourself, and do not concern yourself with how these things will be accomplished. For now, it’s unimportant. This is an exercise in reversing repression. Be sure not to judge or fool yourself. If you really want a Ferrari, don’t put down solving world hunger out of guilt. For some, the dream will be fame, for others fortune or prestige. All people have their vices and insecurities. If something will improve your feeling of self-worth, put it down. Drawing a blank? In that case, consider these questions: 1) What would you do, day to day, if you had $100 million in the bank? 2) What would make you most excited to wake up in the morning to another day? Don’t rush—think about it for a few minutes. If still blocked, fill in the five “doing” spots with the following: — one place to visit — one thing to do before you die (a memory of a lifetime) — one thing to do daily — one thing to do weekly — one thing you’ve always wanted to learn What does “being” entail doing? Convert each “being” into a “doing” to make it actionable. Identify an action that would characterize this state of being or a task that would mean you had achieved it. People find it easier to brainstorm “being” first, but this column is just a temporary holding spot for “doing” actions. Here are a few examples: 1) Great cook —> make Christmas dinner without help 2) Fluent in Chinese —> have a five-minute conversation with a Chinese co-w…

Because this has gotten some recent attention again. Apex Legends has bugged FPS ranges, like 140-160FPS for example, where you are severely magnetized to the floor when trying to Slidehop. This Issue has existed for it's entire Lifetime and has been raised to Respawn multiple times. That this still hasn't been addressed in a self proclaimed Movement shooter is completely unbelievable. So i'm once again calling public attention to it in yet another attempt to get this actually looked at. If you regularly reach the following FPS Ranges you HAVE TO Cap your FPS below them to prevent this magnetization issue. - 65-85FPS - 140-160FPS - 205-230FPS - 275-300FPS Even very shallow inclines extend these ranges even further. If you regularly reach FPS in these ranges use the +fps_max command to cap your FPS below one of these ranges. For example “+fps_max 270”. To be safe around inclines set your fps cap 5-10FPS below these ranges. I can guarantee you there will be people under this post utterly flabbergasted that this was the issue all along for why their movement felt so much shittier compared to the smooth movement of the Content creators they watch.