UP TO 95% TOKEN REDUCTION WITH ZERO CODE CHANGES
A Netflix engineer just open-sourced Headroom, and it’s one of the smartest ways I’ve seen to cut LLM costs.
It wraps Cursor or Claude in a local proxy to compress your payload before it hits the LLM:
→ Intelligently shrinks logs, JSON, and code
→ Perfectly preserves logic accuracy
→ Keeps 100% of your data local
→ Stops Opus-tier models from wasting tokens on boilerplate
It already crossed 35K stars, which says a lot.
100% free and open-source.
repo in 🧵↓
New in Claude Code: Artifacts.
Interactive pages built from your session, like a PR walkthrough or a living project dashboard, shared with your team at a private link.
Available in beta on Team and Enterprise plans.
Simple way to measure how "mature" your organization is when it comes to the relationship between AI and Google Ads (which also applies to other platforms, of course)
Google Ads Maturity Model by Avinash Kaushik https://t.co/XrQaa6Mxh8
It makes perfect sense to have a design.html with interactive elements and previews instead of a markdown file, right?
The unreasonable effectiveness of HTML (as LLM output files)
https://t.co/Sv7QyREOXh (he also provides some templates for inspiration)
DO YOURSELF A FAVOR: GO DOWNLOAD THIS NEW LOCAL MODEL AND KEEP IT IN STORAGE.
Even if you don't have a massive GPU setup, having offline access to an intelligent model is a crucial insurance policy.
Free API access won't necessarily last forever.
Right now, the 12B-27B range is the absolute sweet spot, and Hugging Models just highlighted a perfect candidate to download today:
→ GEMMA 4 12B CODER on @huggingface 🤗
It packs Google’s latest architecture into a GGUF format optimized for consumer hardware.
What it delivers locally:
→ Fast, private code completion without the cloud
→ Real-world debugging and reasoning capabilities
→ Smooth performance on 12GB+ VRAM or a standard CPU
Don't wait until you need it.
Grab the weights and keep them locally 👇
Muavin Konsolos Ali Berslan Aslankaya, GENZA e.V. tarafından düzenlenen tanıtım etkinliğine katılarak vatandaşlarımızla bir araya gelmiş ve bir hitapta bulunmuştur.
@osencan Biz "servet vergisi" yapmayı denedik ama halk istemedi demek için böyle yapıyorlar.
"Ara vergisi ödenmemiş menkul kıymetler kredi başvurusunda collateral olarak kullanılamaz" dese olay çözülecek. Sadece hisselerinin borç alırken kullananlar da vergi ödemek zorunda kalacak.
@AlperUcok Elektrikli arabalarda yan sanayi üretimi parçalara çok daha az ihtiyaç duyuluyor, şanzıman vs zaten yok.
Üstüne bir de Alman arabaların kaliteleri düşerken, fiyatları artıyor. Dolayısıyla satışları düşüyor.
Uyum sağlayamayan firmalar haliyle zorlanıyor ve küçülüyor.
@Tay_Boop@Tesla London public transportation system carries more than 9,1 million passengers EVERY DAY.
There sold 5 million Tesla cars in the LAST 20 YEARS.
@Scobleizer Nothing was unique in this robot, compared to others. Tesla, thanks to it's huge audience, makes the most noise. But what exactly stands them out? They're already behind compared to there:
https://t.co/ChtGmsTOn4
https://t.co/fmYWmNkHKw
https://t.co/ChtGmsTOn4
@jamwithai@mherger I read somewhere that if it looks like it's made by Elves, it's Art Nouveau. It if looks like it's made by Dwarves, it's Art Deco.
I would say this thing looks more Dwarven than Elven to me.
@gokhankurt@mervew @HakanDogu1166 Yasal olarak başka bir Tesla çalışanının kapıyı çalmasında bir sıkıntı yok. Ama;
1) Izinli çalışan kapıyı açmak ya da içeri almak zorunda değil.
2) Hasta olup olmadığını söyleyecek kişi doktordan başka kimse değil.
3) Izni veren doktorlar soruşturulmalı eğer bir şüphe varsa.