Pinned Tweet
🚨 Some Personal News 🚨
I’m thrilled to FINALLY lift the suspense 👀 and share more about my next move
Beyond pumped to share that I'm joining @Netlify as “Head of Community” to continue my life's work: empowering MORE builders and developers to push MORE ideas to the world his is a dream role (you’ll see why in the story below)
It's an incredible honor as I will get to work with @biilmann and the Netlify team who serve a community of 9m+ developers today and are gearing up to welcome millions more in the coming years
Here's the story of how al of this came about ⤵️
I’m thrilled to FINALLY lift the suspense 👀 and share more about my next move
Beyond pumped to share that I'm joining @Netlify as “Head of Community” to continue my life's work: empowering MORE builders and developers to push MORE ideas to the world his is a dream role (you’ll see why in the story below)
It's an incredible honor as I will get to work with @biilmann and the Netlify team who serve a community of 9m+ developers today and are gearing up to welcome millions more in the coming years
Here's the story of how al of this came about ⤵️
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ICYMI: So much shipped for AI agents this week..
1) Claude Duet, a proactive agent app from @claudeai (research preview)
2) Computer Use in @cursor_ai, so agents can drive desktop apps
3) A @Netlify connector for Grok that builds and deploys from a chat
4) @Gemini API CLI is live, so your agent can make images, video and music
5) Agent S4 from Simular, open source, where a 27B model beat GPT 5.5 on desktop tasks
Which one's missing?
1) Claude Duet, a proactive agent app from @claudeai (research preview)
2) Computer Use in @cursor_ai, so agents can drive desktop apps
3) A @Netlify connector for Grok that builds and deploys from a chat
4) @Gemini API CLI is live, so your agent can make images, video and music
5) Agent S4 from Simular, open source, where a 27B model beat GPT 5.5 on desktop tasks
Which one's missing?
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Picture this
How crazy is this? Being able to create a game before reading/writing full sentences
This is the future
I am noticing the same with my kids
Education has changed forever .. every child gets to explore their creative side like never before in this era
How crazy is this? Being able to create a game before reading/writing full sentences
This is the future
I am noticing the same with my kids
Education has changed forever .. every child gets to explore their creative side like never before in this era
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My dear non-developer friends: did you ever wonder what an "API CLI" even means?
Well, here is a quick primer: (i love analogies!)
Think of an API as a restaurant's order window. So take Google API.
Yours and anyone’s software uses it to ask Google "make me an image of X".
But you have to speak its exact language.. one wrong model name and the order bounces.
A CLI is a text box where you type one short command and it just runs. Like a powerful multi lingual waiter.
Put them together and you get a waiter who already knows the kitchen.
Your AI agent says "image of a cat" and it gets the image back.
That's what Google just shipped for Gemini this week👇🏼
Well, here is a quick primer: (i love analogies!)
Think of an API as a restaurant's order window. So take Google API.
Yours and anyone’s software uses it to ask Google "make me an image of X".
But you have to speak its exact language.. one wrong model name and the order bounces.
A CLI is a text box where you type one short command and it just runs. Like a powerful multi lingual waiter.
Put them together and you get a waiter who already knows the kitchen.
Your AI agent says "image of a cat" and it gets the image back.
That's what Google just shipped for Gemini this week👇🏼
Introducing Gemini API CLI (gemini-api), now available in preview!
Our CLI gives your agent power to generate images, videos, text-to-speech, or music, analyze media, transcribe audio, or manage agents.
No more guessing model strings, throwaway scripts or endless curl.
🧵 👇
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7 new Muse receipts on musecases.netlify.app today
> A $43.88 claim it filed that turned into a real check (@jearl02s)
> A broken Chromebook charger replaced, hold music included (@ChrisPirillo)
> A tracker for 10,247 donated items (@hithahspam)
655 use cases and counting!
> A $43.88 claim it filed that turned into a real check (@jearl02s)
> A broken Chromebook charger replaced, hold music included (@ChrisPirillo)
> A tracker for 10,247 donated items (@hithahspam)
655 use cases and counting!
Musecases just got 12 new real use case cards from X.
Wild ones this round:
- AT&T fiber bill negotiation (@chanduiiit)
- IKEA return end-to-end (@armand_ruiz)
- doctor admin in ~5 minutes (@armand_ruiz)
101 use cases now.
musecases.netlify.app
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KP retweeted
The timeline of the rise of the personal AI agents..
Nov 2025: OpenClaw
Feb 2026: Hermes Agent by @NousResearch
Jun 2026: Town
Aug 2026: @bot
Aug 2026: Instinct
Sep 2026: Muse by Meta
Sep 2026: Dots by @OpenAI
Oct 2026: Duet by @claudeai
Less than a year from a weekend project to the biggest labs all shipping one.. and now Claude joins in 🚀
Nov 2025: OpenClaw
Feb 2026: Hermes Agent by @NousResearch
Jun 2026: Town
Aug 2026: @bot
Aug 2026: Instinct
Sep 2026: Muse by Meta
Sep 2026: Dots by @OpenAI
Oct 2026: Duet by @claudeai
Less than a year from a weekend project to the biggest labs all shipping one.. and now Claude joins in 🚀
We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent.
It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.
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Why did a company that made chips for video games become one of the most valuable companies on Earth?
I’m talking about @nvidia
Here's the simplest way I've found to explain it..
A CPU is one genius professor. Brilliant, but he solves every problem alone, one step at a time.
l of students doing simple sums. All at once.
Modern AI is just billions of tiny multiplications.
You don't need a genius. You need a crowd 🏟️
30 seconds, watch it 👇🏼
I’m talking about @nvidia
Here's the simplest way I've found to explain it..
A CPU is one genius professor. Brilliant, but he solves every problem alone, one step at a time.
l of students doing simple sums. All at once.
Modern AI is just billions of tiny multiplications.
You don't need a genius. You need a crowd 🏟️
30 seconds, watch it 👇🏼
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KP retweeted
It took a year from
Cursor
to
Claude Code
And look where we are right now
Cursor
to
Claude Code
And look where we are right now
The timeline of the rise of the personal AI agents..
Nov 2025: OpenClaw
Feb 2026: Hermes Agent by @NousResearch
Jun 2026: Town
Aug 2026: @bot
Aug 2026: Instinct
Sep 2026: Muse by Meta
Sep 2026: Dots by @OpenAI
Oct 2026: Duet by @claudeai
Less than a year from a weekend project to the biggest labs all shipping one.. and now Claude joins in 🚀
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Every team has docs nobody trusts..
The person who fixed that at Stripe and Uber just launched @falconer_ai
Internal knowledge and public docs in one place, kept fresh and ready for agents.
Congrats Dave 👊
The person who fixed that at Stripe and Uber just launched @falconer_ai
Internal knowledge and public docs in one place, kept fresh and ready for agents.
Congrats Dave 👊
Trillions are pouring into the race to build the first general superintelligence, but leveraging your own specialized know-it-all is now possible as of today.
I built the knowledge systems at @stripe and @Uber. Then I helped Anthropic, Metronome, and Graphite build a killer veryone wants Stripe-level quality, but that bar is too low.
Falconer gives you and your customers complete, specialized intelligence: an internal knowledge base and external documentation in one beautiful package. Falconer is the ultimate trust engine to manage your context: self-driving, observable, and agent-friendly.
I co-founded @falconer_ai with @mbenedetto212 and assembled a team of know-it-all builders. We're backed by fellow know-it-alls @thegp, @BoxGroup, @svangel, @karimatiyeh, @benln, @zachlloydtweets, @CeciStalls, @MerrillLutsky, @scottmac, @malthe, and @adamjstevenson, with angels from Anthropic, Stripe, Meta, Cursor, Replit, and more.
Frontier intelligence companies like @FireworksAI_HQ and @⬛⬛⬛⬛⬛⬛; fintech companies like @payabli and @vori; and healthtech companies like @thatch_ai use @falconer_ai because they all share the same vision as us: the knowledge you earn should belong to you.
Now you can know everything, so you can build anything.
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The timeline of the rise of the personal AI agents..
Nov 2025: OpenClaw
Feb 2026: Hermes Agent by @NousResearch
Jun 2026: Town
Aug 2026: @bot
Aug 2026: Instinct
Sep 2026: Muse by Meta
Sep 2026: Dots by @OpenAI
Oct 2026: Duet by @claudeai
Less than a year from a weekend project to the biggest labs all shipping one.. and now Claude joins in 🚀
Nov 2025: OpenClaw
Feb 2026: Hermes Agent by @NousResearch
Jun 2026: Town
Aug 2026: @bot
Aug 2026: Instinct
Sep 2026: Muse by Meta
Sep 2026: Dots by @OpenAI
Oct 2026: Duet by @claudeai
Less than a year from a weekend project to the biggest labs all shipping one.. and now Claude joins in 🚀
We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent.
It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.
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KP retweeted
Tomorrow at 1 PM ET, @thisiskp_ and @taniacryptid are hosting Vanessa Ramos (@deepbane) and Gehrig Kunz (@gehrigkunz) for a livestream on Interactive Agent Runners.
Bring your questions about Ask mode or about what happens when a task needs more credits than you have left. They're saving time at the end to answer them!
youtube.com/watch?v=PbVs-p…
Bring your questions about Ask mode or about what happens when a task needs more credits than you have left. They're saving time at the end to answer them!
youtube.com/watch?v=PbVs-p…
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My north star for Foursquare’s culture (2010s) was always, “We want people to look back and think, ‘That was the best job I ever had because those were the best people I ever worked with’.”
@dens the legend 🫡
@dens the legend 🫡
Foursquare was acquired last month. The outcome was disappointing. It's taken me a while to write this, but I think I'm finally done grieving it. Here are some thoughts on our final years, an effort to honor the team who helped build & maintain FSQ's legacy, and my attempt to finateendrama.substack.com/p/some-final-w…
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Here's what's actually going on, in plain words..
Think of your health records like email.
Right now ChatGPT is refreshing your inbox. Every time you ask "what does my lab result mean?", it goes back to the hospital's system (Epic) and says "send me everything again."
The hospital has to fetch it, package it and send it. Every single question. And it pays for that computing.
Federal law says it can't charge you or your app for access to your own records. So the hospital is footing the bill while ChatGPT explains your scan instead of a follow up visit.
It's like a restaurant paying the delivery app every time you order from a different restaurant 😅
Now imagine email arriving automatically instead.
New lab result lands, it shows up in your AI already explained. No constant refreshing. Less load on the hospital. Better for everyone.
That's why I'm hopeful @OpenAI and Epic find a way to work together on this instead of fighting over it.
Because one thing is clear..
People WANT to talk to their own health data with AI. That's not a trend you can stop. It's inevitable.
The only question is who builds the good version first 🤔
Think of your health records like email.
Right now ChatGPT is refreshing your inbox. Every time you ask "what does my lab result mean?", it goes back to the hospital's system (Epic) and says "send me everything again."
The hospital has to fetch it, package it and send it. Every single question. And it pays for that computing.
Federal law says it can't charge you or your app for access to your own records. So the hospital is footing the bill while ChatGPT explains your scan instead of a follow up visit.
It's like a restaurant paying the delivery app every time you order from a different restaurant 😅
Now imagine email arriving automatically instead.
New lab result lands, it shows up in your AI already explained. No constant refreshing. Less load on the hospital. Better for everyone.
That's why I'm hopeful @OpenAI and Epic find a way to work together on this instead of fighting over it.
Because one thing is clear..
People WANT to talk to their own health data with AI. That's not a trend you can stop. It's inevitable.
The only question is who builds the good version first 🤔
Incredibly, hospitals are now paying for AI companies to disrupt them. 🤦♂️
Patients linking their MyChart accounts to @OpenAI's ChatGPT rose more than 7,000% in a single month at 69-hospital @advocatehealth, its CIO Bobbie Byrne told @becker’sHR.
Patients set this up so that the AI can explain their lab results, scans, and doctors’ notes. You know, instead of one of Advocate's doctors.
To add insult to disruption, every time a patient asks ChatGPT a question, Advocate’s Epic system has to look up and send the records and pay for the computing resources that make that happen. AND — brace yourself — Federal law says Advocate can't charge patients, or their apps, for that access to the patient's own records.
So a health system is paying for a competitor’s access to its own patients’ records. The competitor takes away the followup visit, and the healthcare system pays for that to happen — both in lost revenue and in increased computing costs.
That’s Interpretation Migration, subsidized by the disruptee. buff.ly/DlyODMb #DrYou #InterpretationMigration #Disruption
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FACT: @Netlify Agent Runners has evolved so much the year that you must definitely give it a try again
It’s faster (thx to open models)
It’s better (thx to models like Opus 5.5)
It’s smarter (thx to Ask mode)
Join us this week where we break down the latest updates and chat w/ the people behind the scenes (Gehrig & Vanessa) 👇🏼
It’s faster (thx to open models)
It’s better (thx to models like Opus 5.5)
It’s smarter (thx to Ask mode)
Join us this week where we break down the latest updates and chat w/ the people behind the scenes (Gehrig & Vanessa) 👇🏼
On Thursday, Oct 22 at 1 PM ET, @thisiskp_ and @taniacryptid are going live with two of the people who built Interactive Agent Runners, Vanessa Ramos (@deepbane) and Gehrig Kunz (@gehrigkunz).
They'll walk through how each change came together and demo it live, from Ask mode to lines of code you want the agent to change.
youtube.com/watch?v=PbVs-p…
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"The next leap in AI coding won't come from OpenAI or Anthropic." Big bet with a $5.5M seed behind it..
But they're right about one thing. Your sessions are the most valuable training data you own, and right now they just disappear.
Hyped to see this one open source 💪
But they're right about one thing. Your sessions are the most valuable training data you own, and right now they just disappear.
Hyped to see this one open source 💪
We’re betting our $5.5M seed round that the next leap in AI coding won’t come from OpenAI or Anthropic.
It’ll come from a new feedback loop that learns from you.
Introducing Beacon: open-source, self-improving memory for coding agents.
Your sessions capture how you debug and that context gets lost and you have to re-explain things every time you switch tools.
Beacon continuously distills your sessions into reusable skills across Claude Code, Cursor, Codex, and 20+ harnesses, so your next agent can learn from the last.
Beacon is free and OSS 🌟 github.com/Asymptote-Labs…
Why should the frontier labs be the only ones winning with your sessions?
You already did the work. Now let your coding agents learn from you.
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I've built this little website to view my @goodreads bookshelf in a much nicer way:
bookshelf-aea8f1.netlify.app
If you'd like to get a version for your books, LMK and I'll open-source the code on Github ... or I'll just give you the prompt ... or you just point Claude/Codex to the /rebuild it. :)
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Wait…
Google dropped a new WebMCP Skill? Nice.
It has best practices for security, development, & consequential flows
Google dropped a new WebMCP Skill? Nice.
It has best practices for security, development, & consequential flows
We have presents for you! 🎁
- A new WebMCP Skill with best practices for security, development, & consequential flows
- WebMCP Types: TypeScript definitions, with type inference from InputSchema
Give em to your agent, it helps scaffold out WebMCP so fresh and so clean clean
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Notion, Stripe, Netlify and a handful of companies are pre-AI era companies are really benefiting from the rise of agents
How? Through docs that are human and agent friendly
Through welcoming agents happily via dedicated entry points:
> netlify.ai
> projects.dev
Through re architecting core services and adding robust MCPs
It’s not accidental, it’s because of hundreds of little decisions like the one here in this video
How? Through docs that are human and agent friendly
Through welcoming agents happily via dedicated entry points:
> netlify.ai
> projects.dev
Through re architecting core services and adding robust MCPs
It’s not accidental, it’s because of hundreds of little decisions like the one here in this video
I've been personal agent-maxing lately, and loving it. The new products are proactive, useful, and so fun. They get even better when they know me well.
So I built a portable context vault in Notion and connected every agent to it. They write back new memories, skills, and each morning.
Now, whenever I try a new agent, the first thing I do is connect my vault, and it instantly gets all my preferences in one shot. I can also start a project with one agent, and switch over to another seamlessly.
I shot a quick video to walk through the setup. LMK if you have any questions!
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Also in other words, AX is not just an add-on. It’s the entire strategy of the future.
@biilmann ears must be ringing daily
@biilmann ears must be ringing daily
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AI in education is my fav application
In July we open-sourced a dynamic graph of everything a child learns in primary school. 1,590 concepts, 3,221 dependencies.
Now we’re turning every concept into interactive experiments kids can play and learn from.
First one, age 7: heat and water.
Everything that used to be ow be an engaging experience, potentially tailored to every child.
Kids education just got a massive upgrade.
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KP retweeted
Did you ever wonder what in the world does “serverless” mean?
Well, here is goes:
Owning a server is like owning a pizza shop..
You pay rent every day, even when nobody walks in.
Serverless is a ghost kitchen.
It only fires up when an order arrives, scales to 8 kitchens once, and stays dark when it's quiet.
You write the recipe. Someone else runs the kitchen 🍕 the full video explains it 👇🏼
Well, here is goes:
Owning a server is like owning a pizza shop..
You pay rent every day, even when nobody walks in.
Serverless is a ghost kitchen.
It only fires up when an order arrives, scales to 8 kitchens once, and stays dark when it's quiet.
You write the recipe. Someone else runs the kitchen 🍕 the full video explains it 👇🏼
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