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python-is-cool — Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
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20 September
Web infrastructure engineer and standards editor; chaired the IETF HTTP working group and co-authored core HTTP and Atom specifications.
19 September
Programmer known for LiveJournal, memcached, OpenID and gearman; worked on the Go programming language at Google and later joined Tailscale.
18 September
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
17 September
American novelist and critic, author of Real Life, The Late Americans and Minor Black Figures; writes the newsletter sweater weather on literature and culture.
CEO of Positive Sum and founder of Colossus. Hosts Invest Like the Best, interviewing investors and business leaders; the guests do most of the talking there.
One of Michael Moritz's best stories on obsession is about the ride he got from Bill Gates when Microsoft was still private. "Bill Gates gave me a ride to the airport in his car. The radio was missing in the car, a big, gaping hole in the dashboard. I said, Bill, what happened to you, did you get ripped off? And he said no, I had it taken out. Why'd you have it taken out? Well, I drive from my home to the office, which is 7 minutes and 32 seconds, and then I'll drive from the office to the airport, which is however long. And he said if I've got the radio, I'm afraid that I'll switch it on and… Quoting @patrick_oshag My conversation with Michael Moritz, one of the great venture investors of the last 40 years. Michael joined Sequoia in 1986 and co-led the firm with Doug Leone (@dougleone) from 1995 to 2012. His investments include Google, Yahoo, PayPal, and Stripe. His new book, Ausländer, traces his parents' es… Related
Computer science professor who works on fast data processing; co-author of the simdjson parser and a weekly blogger about software performance since 2004.
Release fastconstmap v0.10.0 — v0.10.0 — PairedVerifiedConstMap, formats shared with Go and Rust — Fast, immutable, compact map from strings to 64-bit integers — for Python. Release notes PairedVerifiedConstMap, a cache-friendlier layout for the verified map, and file formats shared with the Go and Rust implementations. Nothing existing changes behaviour: every class, method and error is as before, and e…
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Release rsconstmap v0.3.0 — v0.3.0: PairedVerifiedConstMap, interoperable formats — A static map from strings to u64 values using binary fuse filter construction. It can be several times smaller and faster t… Release notes PairedVerifiedConstMap, a cache-friendlier layout for the verified map, and file formats shared with the Go and Python implementations. This release is purely additive. Nothing was removed or renamed, and the CMAP0001 a…
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Release constmap v1.2.0 — A fast, compact, immutable map from strings to uint64 values in Go. Release notes PairedVerifiedConstMap, a cache-friendlier layout for the verified map, and file formats shared with the Rust and Python implementations. This release is purely additive. Nothing was removed or renamed, and the CMAP0001…
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15 September
Programmer, photographer and musician, best known for the Python Requests HTTP library and other Python tooling.
Experimenting with making a little portable Requests–inspired Python module, called https://t.co/gzrf4pmNOY. Just for fun. github.com
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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.
Their words
Filesystem reads in that case are 10 nanoseconds at most (the filesystem cache helps so much here) but doing any network roundtrip is 10 milliseconds at minimum. It's at least a million times slower because of how reality works.
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tigrisdata.com
Creator of Flask and Jinja. Writes about software at lucumr.pocoo.org.
Their words
I love it when tool calls take so long on Fable that afterwards you pay for it in cache misses.
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x.com
14 September
Creator of the Keras deep-learning library and the ARC-AGI benchmark.
> One could even define intelligence as the efficiency with which one converts experience into competence; by this definition they lag very far behind us Yes, one could define intelligence in this way, and one would be right. By this metric current AI is approximately 6 OOMs less intelligent than humans. Your ancestors' evolutionary history did not prepare you for Python programming, yet you can learn to competently program in Python in a few hundreds of hours. An LRM needs the training data equivalent of ~1B hours (on top of all of its non-programming related training data). Another dimensio… Quoting @DKokotajlo Dan Selsam is a current OpenAI capabilities researcher. (since 2022) He was my boss for a while. He doesn't have a twitter account but has made this public statement of his views on AI risk and sent it to me to share: Dan Selsam's Personal Statement on AI Risk: I have been working on AI for over fi… Related
Product designer and entrepreneur; author of Mobile First and Web Form Design; formerly a product director at Google; now building AI products.
window cleaning robot is not afraid of heights. if/when there’s a humanoid robot for the home, will it learn to operate the window bot or learn to clean windows itself w/ a ladder? Related
Web infrastructure engineer and standards editor; chaired the IETF HTTP working group and co-authored core HTTP and Atom specifications.
13 September
Moroccan senior frontend developer writing at smakosh.com; builds side projects and client work under Smakosh LLC.
New on @llmgateway: Adaptive Cache-Aware Provider Selection Routing learns cache-hit rates and output-to-input proportions from recent project/model usage to compare providers for large prompts and sessions. Available automatically across plans, with workload defaults before enough history exists and explicit overrides on Enterprise. Learn more llmgateway.io
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12 September
CEO of Vercel; creator of Next.js and Socket.IO. Writes at rauchg.com.
I’m seeing teams at Vercel iterate just as fast on Zig, Go, Rust projects as TypeScript & Python ones. The days of language or runtime choice based on human convenience are over. Agents are the new compilers. They compile intent into fast software. TypeScript Related
Machine learning engineer and consultant focused on RAG and retrieval systems. He writes about applied AI engineering at jxnl.co and is the author of the instructor library.
mf be like "it came to me in a dream" and its actually just 10 000 agent swarms writing markdown files on a sandbox and some python code Related
11 September
Canadian full-stack web developer who makes JavaScript and CSS video courses and co-hosts the Syntax podcast.
Genie Garage doors enabled caching on their API resulting in everyones garage door being shared with everyone else using the API Cache Ruins Everything Around Me Quoting @IAmArcIvanov @TheGenieCompany Your AlladinConnect is either breached or malfunctioning where users using API integration (in my case via HASS) are seeing garage doors of other people's accounts. The number of the devices populated by the API endpoint keeps growing as of Sept 6th 1:42 AM. Related
Former L8 engineer at Meta, Microsoft and Atlassian, now writing and building solo on agentic engineering. Writes Kun's Field Notes and posts a lot about AI coding agents on X.
ok everyone, i took one for the team here's the data we all wanted to see - real token value of each LLM subscription, empirically measured through usage on my real subscriptions - supergrok heavy has now become the highest value at $12k worth of tokens (40x ROI) - the $200 plan from openai and anthropic roughly give the same amount of token value, $7k give or take - cursor ultra's ROI is the lowest among mainstream subscriptions, roughly half of OAI or Ant. for individual consumers i'm afraid this no longer makes sense to purchase this was done in a clean environment. i ran each provider acr… LLMs Anthropic Related
9 September
Machine learning engineer and consultant focused on RAG and retrieval systems. He writes about applied AI engineering at jxnl.co and is the author of the instructor library.
instructor 1.17 is out cache isolation fixes, better Gemini retries, local PDF support, OpenAI SDK 3 compatibility, and refreshed model examples. lots of small fixes from the issues and PR backlog. thanks to everyone who sent one in github.com
OpenAI Google Related
Security engineer; founder of Matasano Security and Latacora.
Their words
The answer to every significant programming challenge in 2026 is a Python library you didn't think to go looking for because it's in Python and not Rust, as if that mattered anymore.
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@tqbf on X x.com
Dutch bootstrapper who builds and runs their internet startups alone — Nomads.com, Remote OK, Hoodmaps, Photo AI and Interior AI — and has written about it at levels.io since 2013. Posts as @levelsio.
Their words
My own $0/mo vibe coded NSFW detection service with Python's NudeNET (saves ~$2,500/mo)
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x.com
7 September
Programmer, photographer and musician, best known for the Python Requests HTTP library and other Python tooling.
Creator of Flask and Jinja. Writes about software at lucumr.pocoo.org.
6 September
Economist; former chief economist of the International Monetary Fund.
Creator of Flask and Jinja. Writes about software at lucumr.pocoo.org.
Their words
when it's "one step removed" from normal code it writes weird Python slop. The unittests it writes are absolutely horrific.
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@mitsuhiko on X x.com
5 September
Principal engineer at Cloudflare as of 2026, on agents and developer tooling. Streams TypeScript, OCaml and Neovim on Twitch, and wrote the better-result library after writing the same Result type about a hundred times.
put cloudflare, workers, and workers cache in front and sleep well at night Quoting @RhysSullivan using github as a reference, budgeting for 10x-100x volume compounding how the hell is every service going to handle that? one option is everyone runs their own caches in front of the APIs they use, but then that becomes a data access and freshness nightmare Related
3 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.
2 September
Software engineer and engineering leader at Canonical, working on Ubuntu; writes about his homelab, Nix and tooling at jnsgr.uk.
1 September
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.
Fable 5.1 is a thoughtful collaborator, thinking hard about my requests, proactively patching my blindspots, and verifying the work's correct without being asked. And with cache reads now costing 75% less, to $0.25/M tokens, huge savings for long-running, agentic tasks! Quoting @claudeai We’re introducing Claude Fable 5.1 and Claude Mythos 5.1. They're the world’s most advanced models for coding and knowledge work. Related
Web developer; former head of engineering at Flickr, author of Building Scalable Web Sites, and co-founder and CTO of Slack.
30 August
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
A little video that - explains the relationship between conventional LLMs and reasoning models (and agents), - philosophizes a about "from scratch" approaches, - and explains how to install Python & PyTorch requirements with uv. LLMs Related
24 August
Creator of the Keras deep-learning library and the ARC-AGI benchmark.
Their words
If you're 17 (or any age) and you want to learn to build LLMs from scratch, read chapters 15-16 of Deep Learning with Python
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x.com
21 August
Programmer, photographer and musician, best known for the Python Requests HTTP library and other Python tooling.
17 August
Web infrastructure engineer and standards editor; chaired the IETF HTTP working group and co-authored core HTTP and Atom specifications.
5 August
Writer and developer; runs Waxy.org, co-organises the XOXO festival, and was the first CTO of Kickstarter.
Monty Python and the Holy Grail, in alphabetical order: the latest submission to Supercut.org, inspired by Of Oz The Wizard vimeo.com
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31 July
Co-founder and CEO of Stripe and co-founder of the Arc Institute. Keeps a personal site of reading lists, open questions and notes on scientific progress and how research is funded.
Their words
That's a hell of a lot slower than knowing it in cognitive L1 cache. And you can have way more round trips in your brain than you can, you know, muttering through, you know, super whisper or typing it out or whatever.
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youtube.com
26 July
Cryptography engineer; maintains Go's cryptography libraries as a full-time open-source maintainer, funded directly by companies that use them.
25 July
Computer science professor who works on fast data processing; co-author of the simdjson parser and a weekly blogger about software performance since 2004.
Memory-level parallelism: AMD is the king When your program asks for memory that is not in cache, the processor has to go to RAM. That trip costs on the order of 100 nanoseconds. On a 3 GHz core, that is about 300 cycles of doing nothing. Memory latency has not…
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22 July
Thai software engineer; publishes a public digital garden at garden.narze.live and builds developer and productivity tooling.
21 July
Programmer and designer who writes at tonsky.me; author of Fira Code, DataScript and AnyBar.
19 July
Chief Product and Technology Officer at Netflix, previously VP of Science at Lyft and an economist at Analysis Group.
Their words
I think there's a difference between being able to write lines of code in a particular language like Python or C++ and understanding how code, computer systems, products work. And I don't think the latter is going away.
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youtube.com
18 July
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
5 July
Freelance web developer and instructor. Author of the Dive Into Docker course; writes tutorials on Docker, deployment and development environments at nickjanetakis.com.
It's sad to see trillion dollar AI companies end the careers of course creators. David has been making Python courses for 20 years and he just called it quits. https://t.co/09rHvd17i6 I've been doing it for 10 years and I'm at an impasse. Traffic is dead, I operate at a loss. Related
30 June
Programmer, photographer and musician, best known for the Python Requests HTTP library and other Python tooling.
16 June
Writes jvns.ca, turning "hard and scary" topics — networking, debugging, Linux internals — into plain explanations and hand-drawn comics. Publishes Wizard Zines, illustrated programming zines. Software developer based in Montreal.
the next version of Python is going to have a built in sampling profiler!!!! this is so exciting to see docs.python.org
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exciting to read about this work on rv, uv has made Python so much easier for me Quoting @indirect.io I wrote a history of rv until now, what we've released, and what our plans are andre.arko.net/2026/06/13/rv-… Related
20 May
Rust engineer at Google working on Android; maintains Tokio and works on Rust in the Linux kernel.
16 May
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
13 May
Danish software engineer and Microsoft technical fellow, creator of Turbo Pascal and Delphi and lead architect of C# and TypeScript.
TypeScript JavaScript
Their words
that the language that's most suited for AI is the language that AI has seen the most of in its training set, right? And that's why you could argue AI does really well on JavaScript and TypeScript and Python because it's seen an awful lot of it
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youtube.com
7 May
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.
6 May
Indian software engineer and co-founder of Skcript; builds web apps and writes at varunraj.in.
24 April
Freelance web developer and instructor. Author of the Dive Into Docker course; writes tutorials on Docker, deployment and development environments at nickjanetakis.com.
21 April
Writer and consultant on formal methods and software correctness; author of Practical TLA+ and Logic for Programmers.
7 April
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
22 March
Co-creator of Django and creator of Datasette; writes daily at simonwillison.net.
Their words
Kim Christie started working on Starlette in 2018 and it quickly became my favorite out of the new breed of Python ASGI frameworks.
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simonwillison.net
20 February
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.
yay for automatic prefix caching! just set a single cache control field at the top level of your request body. note that you do still need to structure your prompt templates to benefit from prefix caching though. Related
12 February
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
9 February
American software engineer; worked on code-server at Coder and teaches TypeScript and open-source contribution. Publishes at joeprevite.com.
10 December 2025
Investing columnist for The Wall Street Journal and editor of the revised edition of Benjamin Graham's The Intelligent Investor.
5 December 2025
Scottish software developer on the Statamic core team; runs a one-person business maintaining Statamic addons such as Runway and writes at duncanmcclean.com.
9 November 2025
Egyptian front-end developer and course creator; writes for CSS-Tricks, publishes courses on Udemy and blogs at alialaa.dev.
30 September 2025
Founder of Telegram, and before it of VK.
Their words
Well, the biggest enemies of freedom are fear and greed, so you make sure that they don't stand in your way. If you imagine the worst thing that can happen to you and then make yourself be comfortable with it, there is nothing more left to be afraid of.
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youtube.com
19 September 2025
German writer and historian; wrote Blitzed, on drug use in Nazi Germany, and Tripped.
Their words
This was just because Hitler was afraid of the power of his army high command, and convinced by Goering's morphine-high vision that he would stop it with the air force, which he couldn't.
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youtube.com
18 September 2025
Creator of the Keras deep-learning library and the ARC-AGI benchmark.
7 September 2025
Independent game developer, creator of the colony simulation RimWorld and author of Designing Games: A Guide to Engineering Experiences. Previously worked on BioShock Infinite.
A lot of the time the devs want to do the same thing again too. They are afraid to start from zero and want to extend the previous success. Or they are the kind of people who make a certain game and they can't do anything else. Narrow genius. Quoting @SandyofCthulhu Why game sequels sometimes get worse. The sequence: 1) the devs make a hit game. 2) publishers want the devs to shab out more the same. 3) we want to do something new. SO, either the devs are forced to do a game they don't want, or the game license is taken away (Banjo Kazooie & Spyro the Dragon) a… Related
31 July 2025
Statistician at Carnegie Mellon; writes on complex systems, machine learning and inference, and has kept a books-read notebook since 2000 that is now thousands of entries long.
Their words
Mind-candy fantasy from a highly reliable author, who is not afraid of putting beloved characters through the wringer.
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bactra.org
Their words
Mind-candy fantasy from a highly reliable author, who is not afraid of putting beloved characters through the wringer.
Show the whole quote
bactra.org
Their words
Mind-candy fantasy from a highly reliable author, who is not afraid of putting beloved characters through the wringer.
Show the whole quote
bactra.org
4 July 2025
Software engineer who writes the blog Made of Bugs about performance, debugging and understanding computer systems. Previously worked at Anthropic on interpretability, at Stripe on Sorbet, and at Ksplice.
26 April 2025
Managing partner at Ritholtz Wealth Management. Writes the blog The Irrelevant Investor and co-hosts the Animal Spirits podcast with Ben Carlson.
There was a lot to like about the commentary from Q1 earnings season. I'm afraid we'll hear a different story next time. Related
17 April 2025
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.
Great list of what the best devs do, such as: • Read the source, docs, error msgs • Simplify problems, write simple code • Get their hands dirty • Write to share & write well • Have beginner's mind & keep learning • Not afraid to say: I don't know endler.dev
Related
9 March 2025
Software engineer who writes the blog Made of Bugs about performance, debugging and understanding computer systems. Previously worked at Anthropic on interpretability, at Stripe on Sorbet, and at Ksplice.
6 March 2025
Co-founder and chief science officer of Hugging Face; writes about open models and where he thinks the field is wrong.
I shared a controversial take the other day at an event and I decided to write it down in a longer format: I’m afraid AI won't give us a "compressed 21st century" Here: thomwolf.io/blog/scienti... It's an extension of this interview discussion from the AI summit: youtu.be
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2 March 2025
Co-creator of Django and creator of Datasette; writes daily at simonwillison.net.
Their words
As a Python and JavaScript programmer my favorite models right now are Claude 3.7 Sonnet with thinking turned on, OpenAI’s o3-mini-high and GPT-4o with Code Interpreter (for Python).
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simonwillison.net
14 January 2025
Machine learning engineer working on recommender systems, personalization and information retrieval. Previously worked on LLMs and LLM infrastructure at Mozilla.ai and on ML and recsys at Duo, Tumblr, Automattic and Comcast; wrote the 'What are embeddings?' text and ran the Normconf conference.
26 December 2024
Game developer, formerly at Looking Glass Studios, and author of the stb single-file public-domain C libraries used across the games industry.
18 November 2024
Machine learning engineer working on recommender systems, personalization and information retrieval. Previously worked on LLMs and LLM infrastructure at Mozilla.ai and on ML and recsys at Duo, Tumblr, Automattic and Comcast; wrote the 'What are embeddings?' text and ran the Normconf conference.
12 August 2024
Programmer and writer; co-wrote The Rust Programming Language and worked on Rust's documentation for years.
15 July 2024
Writer and consultant on formal methods and software correctness; author of Practical TLA+ and Logic for Programmers.
10 July 2024
Programmer based in Vancouver who writes at scattered-thoughts.net about databases, programming language design and developer tools; author of the Imp, Dida and Zest language experiments.
1 May 2024
Machine-learning researcher at Cursor working on post-training for coding models; a professor at Harvard and then Cornell from 2016 to 2026, and a researcher at Hugging Face from 2019 to 2024.
14 April 2024
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.
4 March 2024
Historian of Ukraine at Harvard; wrote The Gates of Europe, Chernobyl and The Russo-Ukrainian War.
Their words
The crisis occurred because of the nuclear weapons, because Khrushchev put them on Cuba, but the crisis was resolved and we didn’t end in the third World War because of the nuclear weapons, because people, leaders were afraid of them.
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youtube.com
12 February 2024
Creator of the Keras deep-learning library and the ARC-AGI benchmark.
26 November 2023
Brazilian-American staff software engineer working on platforms, AI and developer productivity. Writes about engineering and his setup at ivansantos.me.
I am starting a new journey where I play with LLMs while refusing to touch Python. Wish me luck, let’s see how far I can get lol LLMs Related
30 September 2021
Programmer; co-founded GitHub and was its CEO, and created the Mustache templating language and Resque.
21 June 2021
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
8 June 2021
Front-end developer and writer; co-founder of CodePen, founder of CSS-Tricks, and co-host of the ShopTalk Show podcast.
24 April 2021
Creator of the Keras deep-learning library and the ARC-AGI benchmark.
4 December 2019
Scottish crime writer, author of the Tony Hill and Karen Pirie novels; former journalist and broadcaster.
Their words
American by Day is engagingly written. Miller isn't afraid to write characters who are opinionated. They don't hold their tongue about what they believe in, they let rip. People are angry, people are passionate. I love the unorthodoxy of it, I suppose.
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fivebooks.com
14 November 2019
Data scientist and machine-learning researcher; chief scientist at bitly, founder of Fast Forward Labs and Hidden Door.
1 October 2016
Programmer and writer on computer architecture, performance, and software reliability. He has worked on CPU design at Centaur Technology and on software at Google and Microsoft, and writes long-form technical essays at danluu.com.
Their words
A gentle introduction to functional programming that happens to use Perl. You could probably work through this book just as easily in Python or Ruby.
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danluu.com
21 May 2016
Writes The Pragmatic Engineer, the software-engineering newsletter, and wrote The Software Engineer's Guidebook. Formerly an engineering manager at Uber, and at Microsoft/Skype and Skyscanner before that.
13 May 2014
Software developer; created Firebug, helped create Firefox on the Netscape browser team, and built the original Facebook iPhone app.
5 September 2013
Mac and iOS developer; founder of Red Sweater Software (MarsEdit, FastScripts) and co-host of the Core Intuition podcast.
Their words
For text editing that is not specifically related to programming the Mac and iOS, I rely heavily upon BBEdit, where I do most of my Python, HTML, JavaScript and PHP editing.
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usesthis.com
6 June 2013
Computer scientist teaching at Princeton; spent three decades at Bell Labs in the group that produced Unix, C and C++, and co-authored The C Programming Language and The Practice of Programming.
Uses their own rcmnd.app
Awk
Their words
I write really short things in Awk, and use Python for longer text processing applications.
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usesthis.com
Their words
I write really short things in Awk, and use Python for longer text processing applications.
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usesthis.com
11 April 2012
Software developer; created Firebug, helped create Firefox on the Netscape browser team, and built the original Facebook iPhone app.
Nothing matches. Show everything
What is a korrent?
A korrent is a belief a person has stated in their own words: one
sentence stating the claim, backed by a quote and a source, kept at
korrents.com .
Under a name here, the quoted block is what they actually said.
The korrent beneath it is the claim those words support, in
korrents' wording — tap it to see the record, its source, and who
else holds it.
Nobody here wrote their own korrents. They are compiled from public
statements, and a person can change their mind, which is recorded too.
Got it
About the English under a post
Some people here publish in a language other than English. Where they
do, this site shows a machine translation beneath the post, in
this typeface — the site's own, not theirs.
The post itself is never changed, moved or hidden: what is set in the
serif above is exactly what the person published, and it is what to
quote them on. A translation can be wrong in ways that matter,
especially about tone.
Only the post's own words are translated. A quoted post, a linked
article and a belief on korrents.com
are left in their original language.
Got it