30 anos.
Por 30 anos o PC foi a mesma coisa: Intel ou AMD dentro, GPU do lado, e torce pra não travar.
A NVIDIA acabou com isso numa keynote.
RTX Spark. Primeiro chip deles para computador pessoal. CPU, GPU e memória num único silício. ARM, 3nm, 1 petaflop de IA local.
Num laptop de 14mm.
Rodou Forza Horizon 6 e 007 First Light no palco a 100 FPS em 1440p. Fora da tomada. Sem throttling. No Windows.
O número que muda tudo: roda modelos de IA de 120 bilhões de parâmetros sem cloud. Sem API. Sem assinatura. Seu agente de IA mora na sua máquina. Ligado 24 horas. Só seu.
O PC não é mais uma tela com teclado. É uma estação de IA pessoal.
We've reset 5-hour and weekly rate limits for all users on Pro and Max plans.
We fixed an issue that caused some Claude Code sessions to spawn excessive parallel subagents, burning through usage faster than expected.
I just saw Indian media and news everywhere claiming Nepal is covering Indian land, and people are celebrating and joking that Nepal could become a new Indian state.
Mark my words ,this will be a disaster for all of us.
Nepal PM Balen Shah's 'inexperience' making things difficult for him and Nepal: 1. Expecting UK to be a party to Nepal's border dispute with India; 2. Confusing shifting rivers caused 'cross-holding' occupation to territorial encroachment of Indian areas by Nepal.
Anthropic engineer:
"You're not supposed to watch Claude Code work. You're supposed to wake up and review what it shipped."
In 22 minutes she builds the entire workflow live on camera.
Most people close their terminal and everything stops.
This setup keeps shipping while you sleep.
Watch the video, then save the exact setup below👇
Claude opus 4.8 dropped and Anthropic released Boris Cherny's prompt workshop
One of the people actually building claude explains how to use it properly
Free
No signup
No paywall
The first 8 minutes are better than most $300 ai courses
Context
Task structure
Cleaner outputs
Fewer wasted prompts
Watch it and bookmark it before this gets sold back to you as a course
Anthropic ha lanzado una guía de 37 minutos para construir Agentes de IA que automatizan una empresa entera.
Gratis. De los ingenieros que construyeron Claude.
Agentes que trabajan, se reparten tareas y ejecutan todo solos.
Subtitulado al español.
Guárdate este post. 🔖
Anthropic engineer Arnaud Doko:
"Saying 'make it better' to Claude Code is the most expensive mistake anyone can make."
In 31 minutes, he walks through the exact prompt patterns, planning workflow, and verification setup Anthropic uses in-house.
Watch the full talk, then save the config below👇
🚨Anthropic just showed a 24-minute workshop on how to actually do prompts for Claude.
Taught by the people who built it.
Free. No registration. No paywall.
I've seen $300 courses that don't cover what they teach in the first 8 minutes.
Watch it and bookmark it now!
New in Claude Code (research preview): dynamic workflows.
Claude writes an orchestration script on the fly, then spins up a large fleet of coordinated subagents in parallel to take on your most complex tasks.
Use the word "workflow" in a prompt to get started.
Update: I am shipping about 70 features per project in 24 hour window. And about 4 projects in parallel. Juggling about 3 claude max subscriptions.
This would have taken me more than 1 year of work manually!
Claude Code just dropped "dynamic workflows" and it's pretty cool.
You type "create a workflow" or turn on "ultracode" in the effort menu and it spins up hundreds of parallel agents that check each other's work.
The unit of work you can hand off jumps from a file to an entire codebase. Migrations, audits, rewrites, framework swaps, stuff you used to plan in sprints now finishes overnight.
The part that got me:....the agents argue with each other before showing you the result. Independent attempts at the same problem, then adversarial agents trying to break the answer. It keeps iterating until they converge. That's how senior engineering teams work. Except this team runs at 3am and never gets tired.
Also if the workflow gets interrupted, it picks up where it left off. That means you can kick off work that runs for days. Not sessions. Days.
Fair warning though: this burns through tokens FAST.
Anthropic says so themselves. But if the task is a codebase migration that would have taken a team 3 months, spending $500 in tokens to do it in a week is the best trade in software.
The ceiling on what one person can build just moved again. Classic.
Going to be playing with this all week.
Pretty cool.
jesus, qwen3-tts is FANTASTIC. going for full local stt/tts/llm with parakeet, qwen3-tts, and gemma 4 via llama.cpp for my little robot. excite, excite!
https://t.co/5x7vTEE9RN