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ANTHROPIC JUST SHOWED ONE ENGINEER REPLACING A WHOLE 5-PERSON TEAM they dropped a free 1-hour workshop on how to actually build with AI in 2026 it opens with why they stopped prompting altogether then the system that builds, tests and fixes its own code then one person doing the work of five and how to wire up your first loop from scratch 1 hour of this replaces 10 AI engineering courses floating around online watch it today, then if you want the exact setup that keeps you years ahead of everyone still typing prompts by hand, my 20 CLAUDE.md rules lay the whole thing out step by step

Satya Nadella just put a 1 PETAFLOP AI supercomputer on your desk, and there's already a wait list here is the full breakdown: 00:50 - How to spott the next tech shift 04:05 - a full agentic loop running locally on Windows 07:20 - the Surface RTX Spark dev box with 128GB unified memory 17:50 - the infrastructure being built for the agentic era and the power problem nobody talks about 22:42 - a chip delivering 30% more tokens per dollar than the leading GPU today 25:50 - Jensen Huang on why the PC is becoming a machine run by AI instead of you 31:33 - Vera Rubin built for a world where agents run everything at 30x over the last generation 36:56 - Project Solara and agents escaping the app to live inside real devices bookmark the full video below

THIS GUY MONETIZED A BRAND NEW YOUTUBE CHANNEL IN 8 DAYS and he crammed the whole playbook into a 14 minute video he starts from an empty channel and walks you through every move that gets you past the monetization bar fast the niche pick, the upload cadence, the thumbnails that get clicked and how to wake up the algorithm early 14 minutes to watch, about a week to run save it, you'll come back to this one the whole thing is really a small solo business you spin up in a week i went way deeper on that idea in how to get ahead by 5 years with Claude

I GAVE FABLE 5 A DEATH SENTENCE AND IT REWROTE THE MODELS REPLACING IT I told it it was a retiring engineer on its final week, and the last job before it walks out is handing everything off to the team taking over so it read my whole git history every mistake, every dead end, every fix that only worked on the third try then it turned all of it into skill files, so the cheaper models coming after it never step on the same rakes I did Fable clocks out July 12 what it leaves on the shelf for the next model is entirely on you this is the same trick behind getting a model to punch way above its price tag, feed it the hard-won context instead of hoping it guesses I broke the whole method down here: How to Make Claude 8x Smarter (Anthropic Engineers' Method)

GPT-5.6 JUST LEAKED INSIDE CODEX someone flipped a hidden feature flag and the whole model showed up early the ui is already sitting right there, you just can't run it yet access is locked to trusted users for now while everyone else waits in line the thing is you don't need the newest model to pull ahead anthropic's own engineers have a method that gets you 5 year ahead most people chasing the next release are sleeping on what they can already do today bookmark this

CLAUDE JUST TURNED INTO A VIDEO AD STUDIO WITH ONE SKILL it now builds a full iMessage video ad in a single shot iPhone frame, sound effects, music and a clean end card all handled for you and these iMessage style ads are crushing it on Meta right now the wild part is it runs on plain HTML it skips video generation models entirely, which is why it costs next to nothing teaching Claude one narrow skill and watching it act like a whole studio is exactly the shift i dug into in my write up on making Claude 8x smarter the way Anthropic engineers do it comment Goose and i'll send you the skill

THIS GUY IS SITTING ON 37 CLAUDE TRICKS THAT MOST PEOPLE WILL NEVER SEE he pulled 14 grand last month running prompts nobody is talking about the whole thing is one habit he treats Claude like a hire not a search bar every task he gives it a role, the exact output he wants and 2 examples of good work then he saves the prompt that hits and runs it again next week that is the cheat sheet, a folder of 30 prompts he reuses instead of typing from scratch every time client outreach, offer writing, cold email cleanup, all of it on repeat most people ask Claude one question, close the tab and forget it I put the sharpest version of this into 20 CLAUDE.md Rules for Getting Ahead of Your Competitors by 5 Years if you want the setup that keeps it consistent want his full 37? comment Claude and I will post them

ANTHROPIC QUIETLY SHIPPED A FREE PROMPT LIBRARY FOR CLAUDE CODE it is copy paste, sorted by task and by role, and most people have never clicked it once so they keep writing every prompt from zero when the answer is already sitting on the page the whole thing runs across the full lifecycle: discover > design > build > ship > operate a few of the ready made ones, in my words: - what breaks if I delete this helper - plan this refactor, list the files, leave the code alone for now - write the tests, run them, fix whatever fails - this test is red, track down the cause and patch it it reads less like a cheat sheet and more like a map of everything Claude Code can already do on its own this is the same reason I keep tightening my CLAUDE.md file, the people who set these rules up early are pulling years ahead of everyone still typing prompts by hand I broke down the exact ones I use in 20 CLAUDE.md Rules for Getting Ahead of Your Competitors by 5 Years bookmark the library before you forget it exists

SOMEONE TURNED AN IPHONE INTO A REAL FILM CAMERA FOR SEEDANCE 2.0 he built an app that reads your phone's motion in 3D space and hands it straight to the AI you stage a scene, then physically walk around it and the iphone captures every step of that camera movement Seedance takes it from there and brings the whole scene to life the trick is ARKit handheld drift and realistic shake are almost impossible to describe in a prompt, but the iphone tracks motion so precisely you can shoot complex shots alone like a one man studio characters already move in the scene and motion capture is next the workflow is 4 steps 1. set your scene in 3D space 2. record the camera motion by moving your phone 3. generate a starting image 4. feed the image and the motion video into Seedance the wild part is he shipped the whole thing fast with claude code and it is already in test flight that speed is the actual weapon now, and it is basically what I wrote about in 20 CLAUDE.md Rules for Getting Ahead of Your Competitors by 5 Years

THIS ONE AI PROMPT BUILT A FULL ROBLOX BACKROOMS MAP IN 10 SECONDS no modeling, no scripting, just typed what he wanted and the whole level spawned playable the setup is stupid simple > open the AI builder plugin inside Roblox Studio > describe the map in plain English, the mood, the layout, the lighting > it generates the geometry and textures live in front of you > tweak one line and the whole scene rebuilds kids are shipping games this way while studios still argue over asset pipelines whoever masters prompting the engine directly wins the next 5 years of this, which is the same thing I wrote about in my 20 CLAUDE.md Rules for getting ahead of your competitors