Had a magic tech experience, props to Roku PM team! My Roku remote disappeared. I got one for $30 on Amazon. Unbox it. Press power on the new remote. TV turns on. Roku screen on. I’m like what? Volume up and down, all of it - just… works. Steve Jobs would be proud

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.

Ryan Lopopolo leads a team at OpenAI where the PM writes a PRD on Monday and ships a pull request by Friday. No human writes the code. @_lopopolo broke it all down: 0:00 - "Code is a liability" 3:23 - Why your most expensive asset is now free 6:01 - "What's the point of roles anymore?" 8:04 - What replaces the PM/design/eng triangle 13:10 - 1M lines of code, zero written by humans 16:05 - Engineers can't touch the keyboard 18:13 - First month was 10x slower than solo 20:07 - Recursing 8 levels deep for one primitive 20:47 - PM writes PRD Monday, ships PR Friday 25:06 - The feature they had to trash 28:02 - How designers ship UI without a backend 31:40 - What's actually inside the harness 37:03 - Failing the build over curly quotes 40:02 - Inside Ryan's actual Codex setup 46:25 - The codebase that grades itself 50:49 - "A billion tokens a day or you're negligent" 52:19 - 350M tokens on a single PR 53:46 - GPT 5.2 changed everything overnight 57:00 - Every engineer is now a staff engineer 59:19 - The ego problem nobody talks about 1:00:39 - Monday morning roadmap for normal teams 1:08:19 - One skill to build this weekend 1:10:57 - Why one agent beats multi-agent

Need this for Google Drive!

Introducing Impeccable 2.0. • data-driven skill rewrite (evals across 7 niches) → better font/color diversity • /critique: subagent de-bias deterministic anti-pattern detection • visual mode: /critique, CLI, (soon) Chrome • npx impeccable detect (files URLs) Demo:

impeccable.style/ by @pbakaus is the best skill i've used this year. Can't believe it's free

Ok who is building the Paperclip Conglomerate manager? This is a bit tongue in cheek:not technically correct Claude l, vendor for agents OpenClaw, employee agent, hires Claude Paperclip, business system for 0 person biz, hires OpenClaws So what runs 5 paperclips?

You just can’t sleep anymore

I think Claude Cowork is AGI Not the country of experts in a data center but AGI When it is properly personalized and given the right information, tools and skills, running on Opus 4.6 how is it not superior to most if not all humans for most things?

prediction re the end of spreadsheets AI code gen means that anything that is currently modeled as a spreadsheet is better modeled in code. You get all the advantages of software - libraries, open source, AI, all the complexity and expressiveness. think about what spreadsheets actually are: they're business logic that's trapped in a grid. Pricing models, financial forecasts, inventory trackers, marketing attribution - these are all fundamentally *programs* that we've been writing in the worst possible IDE. No version control, no testing, no modularity. Just a fragile web of cell references that breaks when someone inserts a row. The only reason spreadsheets won is that the barrier to writing real software was too high. A finance analyst could learn =VLOOKUP in an afternoon but couldn't learn Python in a month. AI code gen flips that equation completely. Now the same analyst describes what they want in plain English, and gets a real application - with a database, a UI, error handling, the works. The marginal effort to go from "spreadsheet" to "software" just collapsed to near zero. this is a massive unlock. There are ~1 billion spreadsheet users worldwide. Most of them are building janky software without realizing it. When even 10% of those use cases migrate to actual code, you get an explosion of new micro-applications that look nothing like traditional software. Internal tools that used to live in a shared Google Sheet now become real products. The "shadow IT" spreadsheet that runs half the company's operations finally gets proper infrastructure. The interesting second-order effect: the spreadsheet was the great equalizer that let non-technical people build things. AI code gen is the *next* great equalizer, but the ceiling is 100x higher. We're about to see what happens when a billion knowledge workers can build real software.

We are not in a "Religious War" We are in an ideological War Extremists vs Moderates Destroy vs Build Control vs Freedom Neither Christians, Jews nor Muslims are the enemy The enemy are the radicals who want to destroy and control: Communists, Islamists and Autocrats

Impeccable v1.1 is out. Design fluency for every AI harness. New: - all commands are now agent skills - support for Antigravity, VS Code - simplify -> distill (to not conflict w/ CC's new built-ins) - universal install impeccable.style gives you the language to make AI-generated frontends suck less.

In the next version of Claude Code.. We're introducing two new Skills: /simplify and /batch. I have been using both daily, and am excited to share them with everyone. Combined, these kills automate much of the work it used to take to (1) shepherd a pull request to production and (2) perform straightforward, parallelizable code migrations.

It’s crazy that the current general model of OpenAI (5.2) isn’t leading on a single benchmark, although 5.3-codex is doing well on coding I worry OpenAI becomes Yahoo, Excite or Netscape here. History of tech is unfairly brutal on first movers

Anthropic's Insane 10x Revenue Growth... 2023: $0 to $100M 2024: $100M to $1B 2025: $1B to $9-10B 2026: $10B to $100B? Dario: "We another few billion in January" 2026. Source: @dwarkesh_sp

Anthropic has released a "Constitution" for Claude. The remarkable part? They say their AI has actual feelings they can detect. They also say this is a new kind of entity and that it may already be sentient or partially sentient.

Just returned from my first trip to China, mostly looking at the energy and robotics industries. Fascinating. Random observations, both business and general, below... 1/x

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Tulsa King is pretty good. Great music Here’s how I’d pitch it in Hollywood 1) Reacher, but he’s in the mafia 2) Ozark, except Jason Bateman is having a good time

The frontend-design skill gave Claude better taste. Impeccable gives you the controls. 17 commands to audit, critique, polish, simplify, animate, and more. Plus expanded anti-patterns so Claude (and others) knows what NOT to do. Free & open source. Works with Claude Code, Cursor, Gemini CLI, Codex.