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
@JayTC53@martinamcbride https://t.co/LanxD5igfw is not political and was set up by Congress 10 years ago, is run nonpartisan. It is holding lots of events including America’s Block Parties
Trump isn’t supporting it and created a parallel https://t.co/9MMRvnNjts where he is chair. She pulled out of that
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
@s_bozzy@All4freedom_B@SenatorWicker It’s not - they aren’t going to give up the uranium this time because before the entire world pressured them into it with a united front. Today it’s just us, we alienated all the allies
@All4freedom_B@JoyGaryW@SenatorWicker@realDonaldTrump Research the deal for 2 seconds. Iran gave up 99% of their uranium. When Trump came into office in 2017, Iran has zero uranium enriched beyond 4%
Because of Trump withdrawing and Biden being afraid of doing anything because of what’s happening now, Iran has 440kg at 60%!
Google just dropped an AI tool that makes reading massive codebases insanely easy.
It’s called CodeWiki.
Paste any GitHub repo… and it instantly turns the entire project into interactive documentation.
Not just summaries either:
• Auto-generates architecture diagrams
• Explains files, functions & dependencies
• Creates step-by-step walkthroughs
• Understands the full code flow
• Lets you chat with the entire codebase
So instead of spending days trying to understand messy projects…
you can navigate them in minutes. 🚀
This is huge for developers, startups, and open-source teams.
Feels like GitHub repos just became searchable knowledge bases
@PunkXBT_@PeterHollens Fair. maybe it’s overstretching to say you have to talk to 10-100 users before shipping code, but you should do that as quickly as possible and iterate if you want the code to turn into a real business. You need rough MVPs and mockups for users to react and interact with too
@Jason@SenWarren@SpiritAirlines Small example but now San Jose <> LAX will have two direct flight carriers, Delta and Southwest, down from three with the loss of Spirit. If JetBlue had bought Spirit we would probably still have three.
How is 2 going to have lower prices for consumers?
@polak_jasper If you use AI to automate a process, you will get bureaucracy. If you use AI to create a system with feedback loops that makes decisions 24/7, then you'll succeed.