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How to build a thriving open-source community by writing code like bacteria do

https://twitter.com/karpathy/status/1941616674094170287
4•tzury•12h ago

Comments

NitpickLawyer•12h ago
> If chunks of code are small, modular, self-contained and trivial to copy-and-paste, the community can thrive via horizontal gene transfer. For any function (gene) or class (operon) that you write: can you imagine someone going "yoink" without knowing the rest of your code or having to import anything new, to gain a benefit? Could your code be a trending GitHub gist?

This is interesting. I don't do frontend, but from what I understand this was the biggest factor in the popularity gains for libraries like shadcn. Get everything as a c/p block of code. Adapt for your use-cases, but you now "own" that piece of code.

Incidentally this is why I think the first "AI" libraries were such a mess. People were trying to build heavily abstracted one-liners instead of building blocks (langchain et. all).

Coming back to the article, I think there's a lot of merit behind this idea. For one, we could have a repository of "things that have been done before", and have LLMs treat that as a "base example" from where they can start to edit and adapt to the current task. My only concern is that it'll inevitably become enshitified by marketing and spam. And some security concerns on top. But it's an interesting direction.

The New Corporate Memo: Let AI Ease the Pain

https://gizmodo.com/the-new-corporate-memo-let-ai-ease-the-pain-2000624537
1•rntn•1m ago•0 comments

Record-Breaking Results Bring Fusion Power Closer to Reality

https://www.scientificamerican.com/article/record-breaking-results-bring-fusion-power-closer-to-reality/
1•saubeidl•4m ago•0 comments

iOS app using color filter manipulation

1•camputer_•6m ago•0 comments

Early Triassic super-greenhouse climate driven by vegetation collapse

https://www.nature.com/articles/s41467-025-60396-y
1•benbreen•7m ago•0 comments

The Origin of the Research University

https://asteriskmag.com/issues/10/the-origin-of-the-research-university
1•Petiver•9m ago•0 comments

CSS conditionals with the new if() function

https://developer.chrome.com/blog/if-article
1•Destiner•12m ago•0 comments

Frustrated with my Mac constantly lowering the microphone

https://incubo4u.com/
1•incubo4u•12m ago•0 comments

Building the Rust Compiler with GCC

https://fractalfir.github.io/generated_html/cg_gcc_bootstrap.html
6•todsacerdoti•13m ago•0 comments

'Great Dying' wiped out 90% of life, then came 5M years of lethal heat

https://www.cnn.com/2025/07/02/climate/great-dying-extinction-tipping-point-tropical-forests
1•Bluestein•14m ago•2 comments

Useful Utilities and Toys over DNS

https://www.dns.toys/
1•thunderbong•18m ago•0 comments

Context Engineering

https://blog.langchain.com/context-engineering-for-agents/
1•JnBrymn•21m ago•0 comments

LLMs should not replace therapists

https://arxiv.org/abs/2504.18412
5•layer8•32m ago•0 comments

Why English doesn't use accents

https://www.deadlanguagesociety.com/p/why-english-doesnt-use-accents
4•sandbach•41m ago•0 comments

Show HN: FitmMetr – A privacy-first health tracker built by a CSO

https://fitmetr.app/
1•psvisualdesign•41m ago•1 comments

Agentic Coding – Copilot to Coworker

https://jasondsouza.org/post/agentic-coding
1•jasonrdsouza•44m ago•0 comments

Quantum microtubule substrate of consciousness is experimentally supported

https://pmc.ncbi.nlm.nih.gov/articles/PMC12060853/
1•greyface-•45m ago•0 comments

Show HN: Create video tours of your data for YT Shorts, IG Reels and TikTok

https://github.com/datareels/datareels.github.io
1•aaurelions•49m ago•0 comments

The Impact of AI on Developer Productivity: Evidence from GitHub Copilot (2023)

https://arxiv.org/abs/2302.06590
1•Bluestein•50m ago•0 comments

Crypto 101 – Introductory course on cryptography

https://www.crypto101.io/
1•pona-a•50m ago•0 comments

A New Postgres Block Storage Layout for Full Text Search

https://www.paradedb.com/blog/block_storage_part_one
1•michaelmarkell•51m ago•0 comments

Minecraft on Your Terminal – Minecraftty

https://github.com/raphamorim/minecraftty
1•purpleberry•55m ago•0 comments

Determine Python version and package versions from within a Jupyter notebook

https://gist.github.com/dougdonohoe/4a19f9d4758d3b19d0b503de6bfcb5c3
1•dougdonohoe•56m ago•0 comments

Thesis: Interesting work is less amenable to the use of AI

https://remark.ing/rob/rob/Thesis-interesting-work-ie
3•koch•58m ago•0 comments

Theory Building Without a Mentor

https://jyn.dev/theory-building-without-a-mentor/
3•todsacerdoti•58m ago•0 comments

Tropical forest collapse linked to prolonged ancient global warming

https://www.gulf-times.com/article/707047/opinion/tropical-forest-collapse-linked-to-prolonged-ancient-global-warming
5•Bluestein•58m ago•0 comments

Orphan Trains

https://en.wikipedia.org/wiki/Orphan_Train
4•brudgers•1h ago•0 comments

Show HN: TypeQuicker Code – Practice touch typing code in 20 coding languages

https://www.typequicker.com/code
1•absoluteunit1•1h ago•0 comments

Hack the Bottle Project

https://github.com/LKField/hack_the_bottle
1•gnabgib•1h ago•0 comments

Registrar Snubs DMCA Subpoena, Claims Passive Conduit Immunity

https://torrentfreak.com/registrar-snubs-dmca-subpoena-potential-pandoras-box-shut-for-now-250706/
3•gslin•1h ago•0 comments

How to Stand Out from Competitors

https://poe.com/CompetitorAI
1•haroak•1h ago•2 comments