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18 September
Engineer at Vercel Labs as of 2026. Ships a steady stream of small developer tools — agent-browser, portless, json-render, native-sdk, the v0 SDK — and lists every one of them at ctate.dev.
New experiment: json-render + jev The future Generative UI is instant Your components, your actions, your design system Rendered in milliseconds Related
17 September
Author and clean-energy analyst who writes on solar cost curves.
Kevin (@kesvelt) is one of the biologists most concerned about AIxBio risk. Still, he's skeiptical that even a Super Intelligence could magically figure out how to create a pandemic without real world experimentation. Data & experiment are the true limits to AI in biology. Quoting @kesvelt Some scientists argue civilization-threatening bioweapons are a fantasy. I wish they were correct, and that I've wasted years building defenses. That you can't see a way, or evidence that others can, doesn't mean no one could – especially if anyone cautious would stay silent. My ask to colleagues:… Related
This is the single most articulate description of AI bio risk I've read. And also, while coming from a place of alarm, also nuanced and clear eyed on things like AI's dependence on actual lab experiment. Quoting @kesvelt Some scientists argue civilization-threatening bioweapons are a fantasy. I wish they were correct, and that I've wasted years building defenses. That you can't see a way, or evidence that others can, doesn't mean no one could – especially if anyone cautious would stay silent. My ask to colleagues:… Related
16 September
Author of The 4-Hour Workweek and Tools of Titans, and host of The Tim Ferriss Show podcast.
Thanks to Internet Archive's Wayback Machine, my first attempt at a blog is forever preserved on the web. As with most first drafts, it’s embarrassing! Here is an archive snapshot from May 2006 of “Tim Ferriss: The Human Experiment.” The domain name will probably give you a chuckle… Quoting @vaughnandy @tferriss It also seemed like a return to your roots. I remember finding your blog posts on Cubicle Escape Artist about supplements & lifting, before 4HWW launched. Related
Product discovery coach; wrote Continuous Discovery Habits and writes Product Talk.
15 September
Technical educator, conference speaker and developer relations engineer based in Ottawa, Canada. Author of the Anubis bot filter and of over 400 articles at xeiaso.net.
For those who were wondering: my total write time for this article was 16 hours not including research and development. The diagram format is a complete experiment. Hope you all like it! Quoting @tigrisdata.com If our objgit post was so good last time, where's objgit post 2? Today we have an update on the epic saga of Xe reinventing Git storage on top of object storage: making seek-native packfiles. What does this mean? Well, git is complicated. Huddle into this thread! Related
14 September
Engineer at Vercel Labs as of 2026. Ships a steady stream of small developer tools — agent-browser, portless, json-render, native-sdk, the v0 SDK — and lists every one of them at ctate.dev.
Introducing Vercel Labs Tools for devs in the AI era agent-browser, skills, json-render, deepsec, fx, just-bash, portless, vgpu and more We experiment in public: ship early, learn from feedback, and keep working on what people find useful We've been shipping under the Labs name for a while. Now, Labs is an official team at Vercel focused on exploring new capabilities and primitives that change what developers and agents can do. Here's what to expect: → Labs products: maintained, supported, built to be relied on → Active experiments: moves fast, expect rough edges and breaking changes → Past e… vercel.com
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12 September
Writer and programmer; co-founder of the software studio Postlight and author of the Bloomberg Businessweek essay What Is Code?
You know the Milgram experiment where people hit a button and heard people screaming in the other room but they kept doing it because they felt they had to? That’s actually how posting works on here. Related
11 September
Computer science professor who works on fast data processing; co-author of the simdjson parser and a weekly blogger about software performance since 2004.
The gold standard in the statistical analysis of scientific data is a p-value of 0.05. Never mind what it means. It is the threshold people use to say the result did not occur by chance. There is a wide consensus. Nearly all experts treat it as the bar to statistical significance. I am quite certain that most do not know what it means or where the number comes from. Never mind that. In principle, it means that if you redo the experiment, the result should hold. At least, that's what most people hope when they hear that a result is 'statistically significant'. It often will not. If the origina… Quoting @robinhanson !!: "A finding with a p-value of 0.05 has an expected replication probability ranging from 0.10 to 0.25 across fields." Related
9 September
Software engineer in Chicago; writes the cassidoo.co blog and a weekly developer newsletter.
Did a little CSS speedrun experiment (thanks @lea.verou.me for putting it on my feed)! codepen.io
CSS Related
3 September
Co-founder and CEO of 37signals, makers of Basecamp and HEY; co-author of Rework, Remote and It Does Not Have to Be Crazy at Work.
Goodbye per-seat pricing. Per-user pricing has always rubbed me the wrong way. And in this agentic age, it feels downright antique. For the vast majority of the time Basecamp has been on offer, we never charged per-user. A few years ago we experimented with one pay-per-user plan, and that experiment just came to an end. And it couldn’t come at a better time. With the Basecamp CLI (and soon MCP, too), you can bring your agents to Basecamp as users too. Charging you for individual agents feels just as wrong as charging you for individual people. So today we have brand new pricing plans with NO… basecamp.com
MCP Related
American software engineer; worked on code-server at Coder and teaches TypeScript and open-source contribution. Publishes at joeprevite.com.
there is no better way to improve a business than dogfooding yourself which means treating myself as a client for the wellness coaching main problem i've been trying to help myself with mouth-breathing at night. things i've tried so far: - nasal rinse (tiny bit of salt + baking soda) - coconut oil in nostrils - humidifier and i think i've finally figured out what's going on... current theory is retainer is preventing me from forming a good "lip seal" (upper retainer pushing upper lip up, keeping mouth open) so next week's a/b experiment is to try sleeping without retainer and take notes Related
2 September
Software design writer and chief scientist at Thoughtworks; wrote Refactoring and Patterns of Enterprise Application Architecture.
Product discovery coach; wrote Continuous Discovery Habits and writes Product Talk.
31 August
Professor at Wharton studying how people actually use AI, and author of Co-Intelligence. Writes One Useful Thing, where the claims are dated and testable because the thing they describe keeps changing under them.
26 August
Mathematician and Senior Lecturer in the Mathematics department at Columbia University. Author of the book Not Even Wrong and of the long-running physics blog of the same name.
Programmer; makes Handmade Hero and teaches Performance-Aware Programming, and argues loudly about how software got slow.
Their words
I've said like the licensable engine thing kind of was our AI transition already unfortunately and uh I regret to inform you that the news is not probably that positive.
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25 August
American software engineer; worked on code-server at Coder and teaches TypeScript and open-source contribution. Publishes at joeprevite.com.
alright i have 2–3 spots left for a free 2-week energy experiment details: - no calls, just text check-ins - one new habit each week - text check-ins “The biggest value wasn’t the advice itself, it was the accountability… One habit in particular, eating a more substantial breakfast, had a noticeable impact on my energy throughout the day.” @_ScottC_ DM me “good energy” if you want a spot! energy Related
23 August
Psychiatrist and clinical assistant professor at Case Western Reserve University. Writes Psychiatry at the Margins on the philosophical and scientific arguments inside psychiatry and the psy-sciences.
Good thread. I explored the visibility/invisibility aspect of things in a recent post with a thought experiment about “invisible” obesity: psychiatrymargins.com
Quoting @StevenShorrock Many “invisible” conditions are simply impossible for clinicians to imagine. I believe 1 of 3 things are necessary: 1) deep specialisation+high empathic ability 2) general training + personally diagnosed 3) general training+cohab. family member experience+high empathic ability Related
20 August
Author of Recoding America; founded Code for America and was US deputy chief technology officer from 2013 to 2014. Writes Eating Policy on why governments cannot do what they decide to do.
18 August
US science and technology adviser to the president, director of the White House Office of Science and Technology Policy; previously US chief technology officer and chief operating officer of Scale AI.
Their words
The idea that you can have autonomous cloud labs running experiments on a loop without human intervention, testing hypotheses, running the experiments, seeing the results, creating a new hypothesis, testing it and running it, and ultimately getting to a conclusion, that is in our sights.
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10 August
American software engineer; worked on code-server at Coder and teaches TypeScript and open-source contribution. Publishes at joeprevite.com.
i wanted to take a second to say thanks today marks 52 weeks of working with @GuiBibeau he's been with me since i launched this side business and i've seen him: - completely change his wellness habits - prioritize sleep, clean eating and always getting his steps in (~45m walks multiple times throughout week) - experiment with new supplements - attend various workout classes (Muay Thai, HIIT, pilates) and he's continued it for an entire year. all while maintaining a digital nomad lifestyle. changing your habits is hard. staying committed over the long-run is even harder. cheers to Gui for insp… Related
9 August
Creator of Ruby on Rails, CTO of 37signals, and creator of Omarchy.
Endless execution The age of agents has brought us endless execution. Every idea, every hunch, every experiment is now within immediate reach. For people with endless ideas, this is nirvana. It's also the most fucking sci-fi thing I've e…
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7 August
Journalist and author of The Art of Noticing; writes the newsletter The Art of Noticing (TAoN) on attention, creativity and the everyday.
Co-founded Neuralink and founded Science Corp, which is building a retinal implant; writes about neural interfaces and biology.
From one piece
Max Hodak: Average Is Not Good Enough
2 beliefs, in the piece's order there
30 July
Software design writer and chief scientist at Thoughtworks; wrote Refactoring and Patterns of Enterprise Application Architecture.
20 July
Technologist and entrepreneur; former CTO of Threadless and chief technology officer of the 2012 Obama re-election campaign.
13 July
Writes The Convivial Society, on technology and the moral life — what our tools do to attention, memory and how we treat each other.
8 July
Programmer, photographer and musician, best known for the Python Requests HTTP library and other Python tooling.
1 July
Programmer; wrote Extreme Programming Explained and Test-Driven Development, signed the Agile Manifesto, and writes Tidy First?.
Their words
Always try your stupid ideas if you can do it cheaply and reversibly. Jumping off a bridge is not a reversible decision. Not talking about that. I'm talking about stuff like this where you're just like, "Here's a stupid idea." 99 times out of a 100 it'll fail. But that one time you won't have any competition cuz nobody else is stupid enough to try this idea.
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25 May
Swedish programmer with degrees in engineering and psychology, author of Your Code as a Crime Scene and founder of CodeScene.
I still meet people convinced that AI coding tools will soon reach a point where code quality, design, and even architecture are "solved". So I ran a small ad-hoc experiment. I’ve been working on a CLI tool and let agents plan and implement a first functionally correct version. I provided strict instructions around testing strategy, workflows, and implementation constraints. But I deliberately removed the @codescene MCP and the safeguards I normally rely on. Unsurprisingly, the resulting code suffered from a ton of problems. It would have been a shaky foundation to continue building on. How s… MCP Related
24 April
American open-source program lead working on WordPress; a WordPress core contributor and release lead who writes at jeffpaul.com.
The WordPress AI plugin 0.8.0 is now available! Highlights in this release: • New Refine from Notes experiment to automatically apply editorial feedback • New AI dashboard widgets • Integration with Gutenberg Guidelines • Image Generation promoted to a stable Feature make.wordpress.org
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Investigative journalist on policing, forensics and criminal justice; wrote Rise of the Warrior Cop and writes The Watch.
7 April
Programmer; wrote Extreme Programming Explained and Test-Driven Development, signed the Agile Manifesto, and writes Tidy First?.
Their words
Yeah, what what's the smallest experiment I can run to verify to my own satisfaction and everybody's level of satisfaction is going to be different whether or not this claim is true. That's That's the skill that is suddenly in the last year become a thousand times more valuable is that skill of saying, "What's the least I can do to validate for my to my own satisfaction whether this claim is true?
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20 March
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
Their words
you're going to run out of things that you're going to do purely in the digital space. At some point you have to go to the universe and you have to ask it questions. Um you have to run an experiment and see what the universe tells you to get back to learn something.
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youtube.com
14 March
Member of technical staff at Anthropic. He has led ML/AI teams at Amazon, Alibaba and Lazada, and writes about LLMs, recommender systems and engineering at eugeneyan.com.
Cheng’s experiment is cool! Especially this: “instead of starting with easy sudoku puzzles data and gradually ramping up toward harder ones, the training runs that start with harder puzzles and end with easy puzzles always fare better, and also fare better than mixed difficulty sampling” Quoting @_chenglou I’m very happy to present my toy research project: Sotaku! It's a neural net that automatically discovered the rules of sudoku and learned to solve them, achieving a new state-of-the-art score of 98.9% on one of the hardest sudoku datasets, while being agnostic to the game, and beating all other su… Related
24 February
Programmer; wrote Redis and hping, and blogs about C, systems programming and working alone.
14 January
Writer and artist, author of Steal Like an Artist; publishes a weekly newsletter and an annual list of the books he read.
Their words
Booth's formally trained (and her grandparents are watercolor artists!) but her use of color is just so free and unexpected, it makes you want to experiment yourself and join along in the fun.
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austinkleon.com
1 January
Writer on habits and decision-making; author of Atomic Habits and the 3-2-1 newsletter, and publisher of long-running book recommendation lists.
10 October 2025
Pen name of the Canadian-American writer behind mrmoneymustache.com, a blog on frugality, early retirement and index-fund investing that has run since 2011.
I'm overdue for a @Betterment experiment update, but I really like these monthly emails. None of my other brokerages does it nearly as well. Also: Wooohoo to my dividend income alone having surpassed my $1000/month auto deposit! This is where your wealth really becomes a Snowball. Related
5 October 2025
Head of growth at Chess.com, previously growth and monetization lead at Grammarly and Duolingo and a product manager at Google.
From one piece
Finding hidden growth opportunities in your product | Albert Cheng (Duolingo, Grammarly, Chess.com)
2 beliefs, in the piece's order there
Their words
The system matters just as much as any given experiment. Probably even more. Right. I think starting with a growth model so you have an understanding of how your company grows in the first place and which channels you're going to leverage is critical. You need to make sure that you are instrumenting your product in and out otherwise you're going to run experiments and have wonky results.
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Their words
And a thousand experiments by itself, like if you just did that, but you didn't learn, you didn't make an impact, and that's kind of a waste of time, right? The whole point of setting a goal is that you can have conversations about what would need to be true to actually hit that goal.
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12 September 2025
Professor at Berkeley working on robot learning; co-founded Physical Intelligence, and argues that robots will learn from data rather than be programmed.
Their words
but um to make robotic foundation models really work it's not just a laboratory science uh kind of experiment. It's also uh it also requires kind of industrial scale uh building effort like it's it's like it's more like the Apollo program than it is like a science experiment
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14 June 2025
Mathematician at UCLA, working mainly in harmonic analysis and partial differential equations. Writes What's new, a long-running blog on their research, open problems and expository notes.
Their words
Yeah, that was a leading candidate for many decades. I think it's slowly pulling out of fashion. It's not matching experiment.
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youtube.com
19 January 2025
Growth advisor and operator who has led growth at Miro, Amplitude, Dropbox and SurveyMonkey.
Their words
If every single one of your initiatives that you're doing on growth is an experiment, uh that's a problem.
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16 October 2024
Writer on a lost civilisation of the Ice Age; wrote Fingerprints of the Gods and presented Ancient Apocalypse. Archaeologists reject the claims, which he disputes at length.
Their words
The general view of science, I think, is that we’re accidents of evolution. When we die, the light blinks out. There’s no more of us. There’s no such thing as the soul. But that’s not a proven point. There’s no experiment that proves that’s the case.
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19 June 2024
Co-founder and CEO of Perplexity, an AI answer engine; previously a research scientist at OpenAI and a PhD student at UC Berkeley.
Their words
I think there’s an interesting thought experiment here that, we’ve been spending a lot of compute in the pre-training to acquire general common sense, but that seems brute force and inefficient. What you want is a system that can learn like an open book exam.
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youtube.com
8 May 2024
Biologist at the MIT Media Lab; invented CRISPR gene drives and then spent years arguing for safeguards against their misuse and against engineered pandemics.
Their words
Our experiment demonstrates that the immense potential benefits of biotechnology are profoundly vulnerable to misuse.
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media.mit.edu
18 February 2024
Music critic and historian; author of The History of Jazz and Music: A Subversive History. Writes the newsletter The Honest Broker on music and culture.
17 January 2024
CEO of Vercel; creator of Next.js and Socket.IO. Writes at rauchg.com.
24 December 2023
Developer and designer publishing at pouria.dev; author of the open-source URL shortener Kutt.
2 November 2023
Pen name of the Canadian-American writer behind mrmoneymustache.com, a blog on frugality, early retirement and index-fund investing that has run since 2011.
The Arizona Experiment! The thing that drew me to early retirement is freedom, and that’s still the best part of it. Back in 2005, the primary reason for this freedom-seeking was being able to devote my best hours to being a Dad – I had a feel…
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2 February 2023
Cryptography engineer; maintains Go's cryptography libraries as a full-time open-source maintainer, funded directly by companies that use them.
open source
Their words
This experiment started from the observation that despite being critical for the functioning of the Internet—and, by extension, the economy—the role of open-source maintainer has not yet found a sustainable manifestation.
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words.filippo.io
1 June 2022
Physicist and science communicator. Writes Backreaction and makes videos explaining new physics and astronomy results, frequently to argue that the headline about them overstates the case.
The wave function as a true ensemble In quantum mechanics, the wave function predicts probabilities of possible measurement outcomes, but not which individual outcome is realized in each run of an experiment. This suggests that it describes an ensemble of…
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21 September 2021
Front-end developer and writer; co-founder of CodePen, founder of CSS-Tricks, and co-host of the ShopTalk Show podcast.
28 October 2020
Founder and CEO of Get Lighthouse, a management-coaching software company, and previously a product lead at KISSmetrics. Writes about leadership, management and product at jasonevanish.com.
Their words
This economics thought experiment is a classic book originally written in 1946. Like most books that follow Nassim Taleb's "all books worth reading are at least 20 years old" rule, it has timeless lessons throughout. It tackles all kinds of ongoing political/economic concepts like rent control, minimum wage, tariffs, "saving industries", and more.
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jasonevanish.com
Their words
Selling is hard. Building a repeatable model with a team that you attempt to rapidly scale is even harder. Fortunately, Mark Roberge, who was one of the very first employees at HubSpot shares the processes and frameworks he used to build a sales machine. If you like the principles behind Lean Startups, then his data- and experiment-driven approach to sales will be very appealing.
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jasonevanish.com
Their words
If you ever needed convinced of the importance of why starting with a small experiment is really important this is the book to convince. With interesting stories from Pixar and amongst others, it makes a compelling case.
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jasonevanish.com
19 July 2019
Emeritus Professor of Statistics at the University of Cambridge, former president of the Royal Statistical Society, and author of The Art of Statistics.
22 March 2019
Machine-learning researcher; has written the Lil'Log survey posts on how a model technique works since 2017, and worked at OpenAI from 2018 to 2024, latterly leading its safety systems team.
6 September 2017
Game developer and moral philosopher; made QWOP, GIRP and Getting Over It, and teaches at the NYU Game Center.
30 April 2015
Interpretability researcher at Anthropic, which he co-founded; before that at OpenAI and Google Brain, where he wrote the explanations of neural networks most people learned them from.
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