Benoit
@blamouche.bsky.social
https://lamouche.fr
I am a full-time enthusiast of technology and innovation
I am a full-time enthusiast of technology and innovation
Generative AI meets the genome. Stanford's "Evo" model is creating novel proteins (like antitoxins) that have no natural analogs. It's not just predicting structure; it's writing functional DNA code. 🧬
arstechnica.com/science/2025...
arstechnica.com/science/2025...
AI trained on bacterial genomes produces never-before-seen proteins
Genes with related functions cluster together, and the AI uses that.
arstechnica.com
November 26, 2025 at 6:10 AM
Generative AI meets the genome. Stanford's "Evo" model is creating novel proteins (like antitoxins) that have no natural analogs. It's not just predicting structure; it's writing functional DNA code. 🧬
arstechnica.com/science/2025...
arstechnica.com/science/2025...
Friday, 4pm. Brain fried. 12 bugs closed. And genuinely sad that Monday means going back to "regular work."
Fixit Weeks hit different. It's the pure joy of "See bug, fix bug, ship bug." No meetings, just craftsmanship.
Why they are good for the soul:
lalitm.com/fixits-are-g...
#DevLife
Fixit Weeks hit different. It's the pure joy of "See bug, fix bug, ship bug." No meetings, just craftsmanship.
Why they are good for the soul:
lalitm.com/fixits-are-g...
#DevLife
We stopped roadmap work for a week and fixed 189 bugs
Discussed on Hacker News, lobste.rs and r/programming
It’s Friday at 4pm. I’ve just closed my 12th bug of the week. My brain is completely fried. And I’m staring at the bug leaderboard, genuinely sad ...
lalitm.com
November 26, 2025 at 6:07 AM
Friday, 4pm. Brain fried. 12 bugs closed. And genuinely sad that Monday means going back to "regular work."
Fixit Weeks hit different. It's the pure joy of "See bug, fix bug, ship bug." No meetings, just craftsmanship.
Why they are good for the soul:
lalitm.com/fixits-are-g...
#DevLife
Fixit Weeks hit different. It's the pure joy of "See bug, fix bug, ship bug." No meetings, just craftsmanship.
Why they are good for the soul:
lalitm.com/fixits-are-g...
#DevLife
Google's internal target: Double AI serving capacity every 6 months. 1000x in 5 years.
The infrastructure race is absolutely wild. They are betting on custom TPUs (Ironwood) to keep power and cost flat while scaling 1000x.
www.cnbc.com/2025/11/21/g...
#AI #Tech #Infrastructure
The infrastructure race is absolutely wild. They are betting on custom TPUs (Ironwood) to keep power and cost flat while scaling 1000x.
www.cnbc.com/2025/11/21/g...
#AI #Tech #Infrastructure
Google must double AI serving capacity every 6 months to meet demand, AI infrastructure boss tells employees
At a recent all-hands meeting, Google's head of AI infrastructure said the company has to race to build out compute capacity.
www.cnbc.com
November 26, 2025 at 6:06 AM
Google's internal target: Double AI serving capacity every 6 months. 1000x in 5 years.
The infrastructure race is absolutely wild. They are betting on custom TPUs (Ironwood) to keep power and cost flat while scaling 1000x.
www.cnbc.com/2025/11/21/g...
#AI #Tech #Infrastructure
The infrastructure race is absolutely wild. They are betting on custom TPUs (Ironwood) to keep power and cost flat while scaling 1000x.
www.cnbc.com/2025/11/21/g...
#AI #Tech #Infrastructure
Just found `kit` by Cased, and it's a game changer for AI context engineering. 🛠️
It's a Python toolkit to map codebases, extract symbols, and search code—specifically designed to feed LLMs the right context.
Includes a local MCP server too! 🔌
github.com/cased/kit
#AIDev #Python #OpenSource
It's a Python toolkit to map codebases, extract symbols, and search code—specifically designed to feed LLMs the right context.
Includes a local MCP server too! 🔌
github.com/cased/kit
#AIDev #Python #OpenSource
GitHub - cased/kit: The toolkit for AI devtools context engineering. Build with codebase mapping, symbol extraction, and many kinds of code search.
The toolkit for AI devtools context engineering. Build with codebase mapping, symbol extraction, and many kinds of code search. - cased/kit
github.com
November 24, 2025 at 1:12 PM
Just found `kit` by Cased, and it's a game changer for AI context engineering. 🛠️
It's a Python toolkit to map codebases, extract symbols, and search code—specifically designed to feed LLMs the right context.
Includes a local MCP server too! 🔌
github.com/cased/kit
#AIDev #Python #OpenSource
It's a Python toolkit to map codebases, extract symbols, and search code—specifically designed to feed LLMs the right context.
Includes a local MCP server too! 🔌
github.com/cased/kit
#AIDev #Python #OpenSource
If you are building custom Copilot agents, the "Boundaries" section is your safety net.
Explicitly listing what the agent CANNOT do (e.g., "commit secrets", "change config files") is just as important as telling it what to do.
#SoftwareEngineering #AI #Coding
Explicitly listing what the agent CANNOT do (e.g., "commit secrets", "change config files") is just as important as telling it what to do.
#SoftwareEngineering #AI #Coding
November 22, 2025 at 10:48 AM
If you are building custom Copilot agents, the "Boundaries" section is your safety net.
Explicitly listing what the agent CANNOT do (e.g., "commit secrets", "change config files") is just as important as telling it what to do.
#SoftwareEngineering #AI #Coding
Explicitly listing what the agent CANNOT do (e.g., "commit secrets", "change config files") is just as important as telling it what to do.
#SoftwareEngineering #AI #Coding
The most powerful feature of GitHub Copilot right now is `agents.md`.
The trick? Treat it like a new hire onboarding doc. Give it specific commands (`npm test`), clear boundaries ("never touch /legacy"), and examples of good code.
#DevX #GitHubCopilot #AI
The trick? Treat it like a new hire onboarding doc. Give it specific commands (`npm test`), clear boundaries ("never touch /legacy"), and examples of good code.
#DevX #GitHubCopilot #AI
November 22, 2025 at 10:47 AM
The most powerful feature of GitHub Copilot right now is `agents.md`.
The trick? Treat it like a new hire onboarding doc. Give it specific commands (`npm test`), clear boundaries ("never touch /legacy"), and examples of good code.
#DevX #GitHubCopilot #AI
The trick? Treat it like a new hire onboarding doc. Give it specific commands (`npm test`), clear boundaries ("never touch /legacy"), and examples of good code.
#DevX #GitHubCopilot #AI
If you deal with JSON logs, you need to try `hl`.
It's a high-performance log viewer (Rust-based 🦀) that formats JSON/logfmt into something actually readable.
Super fast, great filtering, and it just works with `tail -f`. My terminal has never looked better
github.com/pamburus/hl
#DevOps #Rust #CLI
It's a high-performance log viewer (Rust-based 🦀) that formats JSON/logfmt into something actually readable.
Super fast, great filtering, and it just works with `tail -f`. My terminal has never looked better
github.com/pamburus/hl
#DevOps #Rust #CLI
GitHub - pamburus/hl: A fast and powerful log viewer and processor that converts JSON logs or logfmt logs into a clear human-readable format.
A fast and powerful log viewer and processor that converts JSON logs or logfmt logs into a clear human-readable format. - pamburus/hl
github.com
November 22, 2025 at 10:45 AM
If you deal with JSON logs, you need to try `hl`.
It's a high-performance log viewer (Rust-based 🦀) that formats JSON/logfmt into something actually readable.
Super fast, great filtering, and it just works with `tail -f`. My terminal has never looked better
github.com/pamburus/hl
#DevOps #Rust #CLI
It's a high-performance log viewer (Rust-based 🦀) that formats JSON/logfmt into something actually readable.
Super fast, great filtering, and it just works with `tail -f`. My terminal has never looked better
github.com/pamburus/hl
#DevOps #Rust #CLI
Apparently, Google devs are using the new Nano Banana Pro to turn code snippets into infographics. 🤯
As someone who struggles to explain architecture diagrams to non-tech stakeholders, this sounds incredibly useful.
Has anyone tried the Gemini 3 integration yet?
#DevLife #DataViz
As someone who struggles to explain architecture diagrams to non-tech stakeholders, this sounds incredibly useful.
Has anyone tried the Gemini 3 integration yet?
#DevLife #DataViz
November 22, 2025 at 10:44 AM
Coolest thing at Solutrans: Flexis makes delivery vans 25cm narrower for tight city streets. Kleuster & Renault Trucks collab on cargo bikes. Urban logistics isn't about bigger trucks—it's about smarter adaptation.
#urbanlogistics #mobility
#urbanlogistics #mobility
November 21, 2025 at 1:05 PM
Coolest thing at Solutrans: Flexis makes delivery vans 25cm narrower for tight city streets. Kleuster & Renault Trucks collab on cargo bikes. Urban logistics isn't about bigger trucks—it's about smarter adaptation.
#urbanlogistics #mobility
#urbanlogistics #mobility
Finally, an impartial judge for group chat debates. ⚖️
ChatGPT group chats are now live globally. You can add AI to the chat to help plan trips, write docs, or just settle arguments.
techcrunch.com/2025/11/20/c...
#ChatGPT #AI
ChatGPT group chats are now live globally. You can add AI to the chat to help plan trips, write docs, or just settle arguments.
techcrunch.com/2025/11/20/c...
#ChatGPT #AI
ChatGPT launches group chats globally | TechCrunch
The company sees group chats in ChatGPT as a way for people to coordinate trips, co-write documents, settle debates, or work through research together, while ChatGPT helps search, summarize, and compa...
techcrunch.com
November 21, 2025 at 1:03 PM
Finally, an impartial judge for group chat debates. ⚖️
ChatGPT group chats are now live globally. You can add AI to the chat to help plan trips, write docs, or just settle arguments.
techcrunch.com/2025/11/20/c...
#ChatGPT #AI
ChatGPT group chats are now live globally. You can add AI to the chat to help plan trips, write docs, or just settle arguments.
techcrunch.com/2025/11/20/c...
#ChatGPT #AI
Google's Nano Banana Pro is out, and the "character consistency" feature sounds like a game changer for creators. 🎨
Being able to keep the same character across 14 different scenes solves one of the biggest headaches in AI gen.
Check it out:
www.cnbc.com/2025/11/20/g...
#GenerativeAI #Design
Being able to keep the same character across 14 different scenes solves one of the biggest headaches in AI gen.
Check it out:
www.cnbc.com/2025/11/20/g...
#GenerativeAI #Design
Google launches Nano Banana Pro, an updated AI image generator powered by Gemini 3
The original Nano Banana rolled out in August and went viral in a social media trend that turned selfies into 3D figurines.
www.cnbc.com
November 21, 2025 at 12:57 PM
Google's Nano Banana Pro is out, and the "character consistency" feature sounds like a game changer for creators. 🎨
Being able to keep the same character across 14 different scenes solves one of the biggest headaches in AI gen.
Check it out:
www.cnbc.com/2025/11/20/g...
#GenerativeAI #Design
Being able to keep the same character across 14 different scenes solves one of the biggest headaches in AI gen.
Check it out:
www.cnbc.com/2025/11/20/g...
#GenerativeAI #Design
77% vs 58% on long-context (128k tokens). That's a huge jump.
This matters for large codebase analysis, complex refactoring, understanding interconnected systems.
What's your use case for long-context AI?
deepmind.google/models/gemini/
#AI #Coding
This matters for large codebase analysis, complex refactoring, understanding interconnected systems.
What's your use case for long-context AI?
deepmind.google/models/gemini/
#AI #Coding
Gemini 3
Gemini 3 is our most intelligent model yet. With state-of-the-art reasoning to help you learn, build, and plan anything.
deepmind.google
November 21, 2025 at 12:53 PM
77% vs 58% on long-context (128k tokens). That's a huge jump.
This matters for large codebase analysis, complex refactoring, understanding interconnected systems.
What's your use case for long-context AI?
deepmind.google/models/gemini/
#AI #Coding
This matters for large codebase analysis, complex refactoring, understanding interconnected systems.
What's your use case for long-context AI?
deepmind.google/models/gemini/
#AI #Coding
The most interesting part of Google Antigravity? Mission control for multiple agents working simultaneously. Not sequential "ask AI for help" but parallel autonomous agents across editor, terminal, browser. Coordinated but independent.
antigravity.google
antigravity.google
Google Antigravity
Google Antigravity - Build the new way
antigravity.google
November 21, 2025 at 12:38 PM
The most interesting part of Google Antigravity? Mission control for multiple agents working simultaneously. Not sequential "ask AI for help" but parallel autonomous agents across editor, terminal, browser. Coordinated but independent.
antigravity.google
antigravity.google
The gap between Gemini 2.5 and 3 is wild. 35% improvement on real coding tasks.
Not on toy problems. On actual GitHub issues. 76% success rate.
When was the last time you saw that kind of jump between versions?
deepmind.google/models/gemini/
#AI #DevTools
Not on toy problems. On actual GitHub issues. 76% success rate.
When was the last time you saw that kind of jump between versions?
deepmind.google/models/gemini/
#AI #DevTools
Gemini 3
Gemini 3 is our most intelligent model yet. With state-of-the-art reasoning to help you learn, build, and plan anything.
deepmind.google
November 21, 2025 at 12:36 PM
The gap between Gemini 2.5 and 3 is wild. 35% improvement on real coding tasks.
Not on toy problems. On actual GitHub issues. 76% success rate.
When was the last time you saw that kind of jump between versions?
deepmind.google/models/gemini/
#AI #DevTools
Not on toy problems. On actual GitHub issues. 76% success rate.
When was the last time you saw that kind of jump between versions?
deepmind.google/models/gemini/
#AI #DevTools
New data: ChatGPT citations are 2.3x more likely to include a table than Google Search results (30% vs 13%). 📊
We found basic HTML pages outranking Forbes just because they used tables. LLMs absolutely love structured content.
Full study:
nectivdigital.com/new-data-stu...
#SEO #Tech
We found basic HTML pages outranking Forbes just because they used tables. LLMs absolutely love structured content.
Full study:
nectivdigital.com/new-data-stu...
#SEO #Tech
New Data Study: ChatGPT Citations Are 2.3x More Likely To Include A Table Than Google Search - Nectiv
OK so something has been on my mind the past couple of months. We know there’s a lot of thought leadership to suggest that LLMs models like ChatGPT love structured content. Articles that use bullet po...
nectivdigital.com
November 21, 2025 at 12:35 PM
New data: ChatGPT citations are 2.3x more likely to include a table than Google Search results (30% vs 13%). 📊
We found basic HTML pages outranking Forbes just because they used tables. LLMs absolutely love structured content.
Full study:
nectivdigital.com/new-data-stu...
#SEO #Tech
We found basic HTML pages outranking Forbes just because they used tables. LLMs absolutely love structured content.
Full study:
nectivdigital.com/new-data-stu...
#SEO #Tech
Google's Antigravity is calling this the "agent-first era" and honestly, the framing clicks. We've been bolting AI onto IDEs built for humans typing code. What if you rebuild the IDE assuming agents do most of the work?
antigravity.google
#AgentFirst #DevTools
antigravity.google
#AgentFirst #DevTools
Google Antigravity
Google Antigravity - Build the new way
antigravity.google
November 20, 2025 at 7:08 AM
Google's Antigravity is calling this the "agent-first era" and honestly, the framing clicks. We've been bolting AI onto IDEs built for humans typing code. What if you rebuild the IDE assuming agents do most of the work?
antigravity.google
#AgentFirst #DevTools
antigravity.google
#AgentFirst #DevTools
Hot take: Retrofit > replacement for real sustainability. Hyliko converts diesel trucks to hydrogen. Neotrucks electrifies old cabs. It's not sexy, but modernizing what exists beats manufacturing new every time. ♻️
lamouche.fr/notebook/pos...
#sustainability #retrofit
lamouche.fr/notebook/pos...
#sustainability #retrofit
Solutrans 2025: My takeaways
Reflecting on my visit to the Solutrans trade show in Lyon: why stepping away from your screen is vital when working in digital, and what I learned about retrofitting, rational AI, and the importance ...
lamouche.fr
November 19, 2025 at 8:12 PM
Hot take: Retrofit > replacement for real sustainability. Hyliko converts diesel trucks to hydrogen. Neotrucks electrifies old cabs. It's not sexy, but modernizing what exists beats manufacturing new every time. ♻️
lamouche.fr/notebook/pos...
#sustainability #retrofit
lamouche.fr/notebook/pos...
#sustainability #retrofit
What if you could talk to your GIS instead of coding it? 🗺️
Monarcha just launched - an AI platform that turns natural language into spatial operations. Buffer zones, FAR calculations, layer joins... just describe what you need.
Check it out: monarcha.ai
#GIS #AI #Geospatial
Monarcha just launched - an AI platform that turns natural language into spatial operations. Buffer zones, FAR calculations, layer joins... just describe what you need.
Check it out: monarcha.ai
#GIS #AI #Geospatial
Monarcha
The AI GIS platform. Map, analyze and act. Turn messy spatial data into decisions in minutes.
monarcha.ai
November 14, 2025 at 1:28 PM
What if you could talk to your GIS instead of coding it? 🗺️
Monarcha just launched - an AI platform that turns natural language into spatial operations. Buffer zones, FAR calculations, layer joins... just describe what you need.
Check it out: monarcha.ai
#GIS #AI #Geospatial
Monarcha just launched - an AI platform that turns natural language into spatial operations. Buffer zones, FAR calculations, layer joins... just describe what you need.
Check it out: monarcha.ai
#GIS #AI #Geospatial
who draws your maps matters more than you think 🗺️
new podcast episode: IGN's director on why Google mapping the world creates sovereignty issues for Europe
listen: www.republiquedescartes.fr/podcast
#DigitalSovereignty #Tech
new podcast episode: IGN's director on why Google mapping the world creates sovereignty issues for Europe
listen: www.republiquedescartes.fr/podcast
#DigitalSovereignty #Tech
La République des Cartes
Un collectif pour redonner tous leurs pouvoirs aux cartes et du pouvoir par les cartes
www.republiquedescartes.fr
November 14, 2025 at 9:36 AM
who draws your maps matters more than you think 🗺️
new podcast episode: IGN's director on why Google mapping the world creates sovereignty issues for Europe
listen: www.republiquedescartes.fr/podcast
#DigitalSovereignty #Tech
new podcast episode: IGN's director on why Google mapping the world creates sovereignty issues for Europe
listen: www.republiquedescartes.fr/podcast
#DigitalSovereignty #Tech
🧠 Yann LeCun breaks down AI like no one else! From neural networks to the future - brilliant insights from an AI pioneer
lnkd.in/ebh57kDD
#AI #DeepLearning #YannLeCun #TechEducation
lnkd.in/ebh57kDD
#AI #DeepLearning #YannLeCun #TechEducation
LinkedIn
This link will take you to a page that’s not on LinkedIn
lnkd.in
November 12, 2025 at 9:03 PM
🧠 Yann LeCun breaks down AI like no one else! From neural networks to the future - brilliant insights from an AI pioneer
lnkd.in/ebh57kDD
#AI #DeepLearning #YannLeCun #TechEducation
lnkd.in/ebh57kDD
#AI #DeepLearning #YannLeCun #TechEducation
🧠 Game-changer: AI that thinks 200+ steps ahead! Kimi K2 just dropped - open source thinking model crushing benchmarks 🔥
Link: moonshotai.github.io/Kimi-K2/thin...
#AI #OpenSource #ThinkingAI #TechBreakthrough
Link: moonshotai.github.io/Kimi-K2/thin...
#AI #OpenSource #ThinkingAI #TechBreakthrough
Kimi K2 Thinking
Kimi K2 Thinking, Moonshot's best open-source thinking model.
moonshotai.github.io
November 12, 2025 at 9:00 PM
🧠 Game-changer: AI that thinks 200+ steps ahead! Kimi K2 just dropped - open source thinking model crushing benchmarks 🔥
Link: moonshotai.github.io/Kimi-K2/thin...
#AI #OpenSource #ThinkingAI #TechBreakthrough
Link: moonshotai.github.io/Kimi-K2/thin...
#AI #OpenSource #ThinkingAI #TechBreakthrough
