Samuel Berthe

🧠 Can someone explain what happened in just one weekend? Clawdbot has been around for 5 months but has only just exploded in popularity.

Probably the fastest product launch ever on GitHub. 🎸

👀

100 people coding in a single repository is a merge nightmare.

If you have 100 *AI-assisted* coders in a single repository, you'd better have a f****ng fast CI.

A picture is worth a thousand words.

The production of the Blackwell GPU generation starting 2025-H2 has caused DRAM prices to soar.

YouTube video by Donut Lab World's First All-Solid-State Battery in Production Vehicles | Donut Battery

If this technology is real, this is a ChatGPT-moment.

*They have 0 factory, industry takes time.
*They did not disclose the materials

#CES #battery 👇

www.youtube.com/watch?v=Y-aP...

Exclusive: How China built its ‘Manhattan Project’ to rival the West in AI chips In a high-security Shenzhen laboratory, Chinese scientists have built a prototype of a machine capable of producing cutting-edge semiconductor chips that power artificial intelligence, smartphones and...

China successfully reverse-engineered an old ASML machine. 😳

(it's a prototype - no working chip has been produced ...yet)

www.reuters.com/world/china/...

The tool & documentation are available here: strudel.cc

YouTube video by Switch Angel Coding Trance Music from Scratch (Again )

👾 🎧 If you like coding and music, look at that: www.youtube.com/watch?v=iu5r...

Cloudflare outage on December 5, 2025 Cloudflare experienced a significant traffic outage on December 5, 2025, starting approximately at 8:47 UTC. The incident lasted approximately 25 minutes before resolution. We are sorry for the impac...

Seems like Cloudflare still uses their old "FL1" proxy (based on Openresty and Lua) for at least 25% of total traffic. 🤯

Even the leaders struggle to eliminate their technical debt.

blog.cloudflare.com/5-december-2...

How Meta keeps its AI hardware reliable Hardware faults can have a significant impact on AI training and inference. Silent data corruptions (SDCs), undetected data errors caused by hardware, can be particularly harmful for AI systems tha…

How Meta keeps its AI hardware reliable 👇

// Training a model on 10k-ish GPUs will toast a few hundred along the way. Better make sure you catch silent failures 😅

engineering.fb.com/2025/07/22/d...

Introducing advanced tool use on the Claude Developer Platform Claude can now discover, learn, and execute tools dynamically to enable agents that take action in the real world. Here’s how.

🧠 Claude is becoming the default model for developers, for both AI-assisted coders and agent creators.

Look at that 👇 #contextEngineering
www.anthropic.com/engineering/...

Deepseek, October 2025:
"Hey guys, look at our new deepseek-ocr model!"

Deepseek CTO in 6 months 👇

1) ourworldindata.org/data-insight...

2) ourworldindata.org/reducing-fer...

Use of NPK fertilizers in China peaked in 2015.

Most developing countries tend to subsidize overused fertilizers for the Green Revolution, then tax them when the program is over.

Less pollution, smarter farming, different practices... without reducing yield.

YouTube video by Generative AI France 🎬 Qui veut prompter des millions ?

Replay de "Qui veut prompter des millions" pendant la conférence GenAI Days de Rennes, en septembre. 😅

👇
www.youtube.com/watch?v=pQ-d...

S4E02 - Conf' Seelab - Prompt to Video: comment l'IA redéfinit la publicité, Wed, Nov 19, 2025, 7:00 PM | Meetup Venez assister à la conférence de **Matthieu et Maxime (Seelab)**! RDV le **mercredi 19 novembre à 19h00** chez Lucca. **Au programme** : \- Tour de l'actu Gen AI Tech et

🐘 🧠 Nouveau meetup GenAI Nantes en préparation!

En novembre, nous accueillerons l'équipe de @seelab.bsky.social pour un talk sur la génération de vidéo. 🎥

📍 Lieu: nouveaux locaux de Lucca (gare)
⏱️ Date: 19 novembre à 19h

RSVP: www.meetup.com/generative-a...

On remet ça le 4 novembre à 12h30 au Palace (_icilundi), place Graslin. ✌️

Inscription: eventbrite.fr/e/open-mic-e...

YouTube video by Zenika TV Zenika Open Source - Lessons learned from maintaining OSS projects avec Samuel Berthe

🎙️ Je prends la parole dans 25 min sur la chaine Youtube/Twitch de Zenika, pour parler d'open-source, et clôturer ce Hacktoberfest 2025. 🏴‍☠️

A tout de suite! ✌️

www.youtube.com/watch?v=41Kq...

GitHub - deepseek-ai/DeepSeek-OCR: Contexts Optical Compression Contexts Optical Compression. Contribute to deepseek-ai/DeepSeek-OCR development by creating an account on GitHub.

Long live markdown and pixels!

Check the github: github.com/deepseek-ai/...

And the paper: arxiv.org/abs/2510.18234

Today’s Large Language Models do the same.
They encode meaning as vectors and coordinates in a semantic space.
Computer vision does it too: turning pixels into concepts.


Both are forms of writing, just in different alphabets.

Writing keeps reinventing itself. Now, for machines.

At first, we carved pictograms on stone and clay.
Then came ideograms, cuneiform, hieroglyphs, and alphabets.
Each step: a more abstract compression of meaning.

Symbols standing for sounds, sounds for ideas.

Humanity took 8500 years to evolve from clay marks to Gutenberg’s press, and eventually to machine learning

From ⛺ pictograms
→ to 🔢 cuneiform
→ to 🔠 alphabets (26 char)
→ to 🖨️Gutenberg’s printing press
→ to 🧠 LLM vocab (100-200k tok)
→ to 🧩 computer vision in Deepseek-OCR (10x compression vs text)

A request to an MCP server has an extremely short execution time, and most of my MCP servers are used less than once a day (scale to zero).

Think of it as npx/uvx-as-a-service.

☁️ If I were a cloud platform hosting serverless code, I’d go all-in on hosting MCP servers.

Bc sharing a single MCP server between multiple users exposes them to security issues. Hosting 50 independent MCP servers in the cloud for every person on Earth would be way too expensive.

🧑‍🎨 Create awesome illustrations for your GitHub project ✨✨✨ We developers love clean code, elegant APIs, and passing tests, but visuals? Not so much. Yet, a simple illustration can make your README more welcoming or your release notes more shareable.

New post!

🧑‍🎨 Create awesome illustrations for your GitHub project ✨✨✨

samuelberthe.substack.com/p/create-awe...

GitHub - samber/ro: 🏎️ Reactive Programming paradigm for Go: declarative and composable API for event-driven applications 🏎️ Reactive Programming paradigm for Go: declarative and composable API for event-driven applications - samber/ro

Let’s go!
🔗 GitHub: github.com/samber/ro
📚 Documentation: ro.samber.dev

I'd love to hear your feedback! If you're building event-driven applications in Go, give samber/ro a try and let me know how it works for your use case.

🛡️ Type-safe: Full Go generics support with compile-time type checking prevents runtime errors.

🔌 Rich ecosystem: 30+ plugins for HTTP, JSON, logging, rate limiting, file monitoring, and more.

Key highlights:

🔄 Declarative pipelines: Transform complex async flows into readable operators

⚡ Performance-focused: Minimal allocations, zero runtime reflection, and efficient backpressure handling designed for high-throughput scenarios.

Why reactive programming in Go?

Event-driven applications are everywhere: WebSocket streams, message brokers, user interactions, sensor data. Traditional callback patterns quickly become complex and hard to maintain. samber/ro brings declarative, composable stream processing to Go.

🚀 Excited to announce samber/ro - A Reactive Programming library for Go!

After months of dev, I'm thrilled to introduce a ReactiveX implementation for Go. If you've worked with RxJS in JavaScript or ReactiveX in other languages, you'll feel at home
github.com/samber/ro
👇