our efficiency is getting to the point where so many replies think we must be nerfing the model
we're not - we run it the same way deepseek does. we'll have them certify that soon
doesn't meant we don't have issues, if you can share a detailed bad experience it helps us fix things
Rodrigo Belem retweeted
DeepSeek V4.1 Flash 1017
OpenRouter:
$0.022 / $0.192 / $0.004
Refuseless:
$0.01 / $0.08 / $0.002
Rodrigo Belem retweeted
If you’re using DeepSeek harness with Command Code’s provider API, we are shipping several updates to make your experience better and faster.
DeepSeek harness needs more than a standard chat completions endpoint. I’m excited to pass along our learnings and improvements we have made here without y’all having to do anything on your end.
LFG!!
Rodrigo Belem retweeted
From recognizing text to understanding documents. 📄
Meet Xiaomi-OCR-0, an open-source document understanding model with just 0.8B parameters.
It brings document parsing, key information extraction, and OCR-oriented visual question answering into one lightweight model.
It scores 95.24 on Real5-OmniDocBench and 83.2 on average across five OCR-oriented VQA benchmarks.
On OmniDocBench v1.6, Xiaomi-OCR-0 ranks first in document parsing performance among models with fewer than 1B parameters.
Model weights, inference code, an interactive demo, MCP service, and Agent Skill are now open source. 👇
🤗 Huggingface: huggingface.co/xiaomi-resear…
🔗 GitHub: github.com/xiaomi-research/X…
📄 Demo: huggingface.co/spaces/loongw… #XiaomiAI #OCR #OpenSource
Rodrigo Belem retweeted
coloquei meu app de code review para ser validado no ReviewBench e adivinha, tamo no pódium galera!
vamoooo! 🇧🇷🥈
em breve self hosted gratuitamente pra qualquer um usar!
Rodrigo Belem retweeted
Someone is putting the law of every country into one git history.
Git for Global Law turns each country's laws into a repository where every commit is a real law taking effect. So you can see exactly what the law said on any date, and which law changed every word.
It started with the US Code, which hit #1 on Hacker News. The global version is growing country by country: Germany's constitution since 1949, Estonia and more so far.
Free to use for anything, and perfect for feeding to an AI.
github.com/lexifina/global-l…
Rodrigo Belem retweeted
Big upgrade for our iOS and Android terminals!
Termius mobile terminals are now powered by libghostty: faster rendering, buttery-smooth scrolling, and crisp text that looks great on any screen.
Update your app and feel the difference.
Rodrigo Belem retweeted
Pessoal, Urgente. Vote SIM na consulta pública que tipifica como crime disseminar informações falsas sobre vacina. O outro lado tá ganhando 😱. A gente não pode deixar isso acontecer www12.senado.leg.br/ecidadan…
If this is what has employees at Proton in revolt, they're in for a rough ride as the age of agents unfold. There is nothing scandalous in this memo. It's hilarious that 404 is treating it as such.
Replying to @josephfcox
Here is Proton CTO's AI manifesto, that I obtained multiple copies of 404media.co/manifestos-fear-…
Rodrigo Belem retweeted
That is good to hear, organizations need to be taking the coming CVE storm seriously, and it is only going to get worse still...
And if anyone needs help, let me know, I've geared up my company (@CtrlIQ) to provide and secure the infrastructure you need!
Rodrigo Belem retweeted
Your coding agents are fast now.
The problem? They can move just as fast in the wrong direction.
Miss one update, and they can spend days building the wrong thing - costing you tokens and engineering time. That's why devs are still glued to their monitors.
Meet Serro: the Agentic TPM.
It keeps your people and coding agents working from the same evolving program. 👇 @serroai
Rodrigo Belem retweeted
Kubernetes powers some of the world's most advanced infrastructure, from enterprise applications to AI inference. But it's notoriously a PITA to use... But we fixed that!
Introducing CIQ Stratum, making Kubernetes ridiculously easy to install, run, and manage. From your workstation or homelab to production AI infrastructure!
* Single package installation and rolling upgrades
* Workstation friendly, optimized for Rocky Linux and other Enterprise Linux distros
* AI-native, with a built-in MCP server for AI-powered management
* Simple management, with a graphical interface
Security built in, including SELinux support
Free, open source (Apache 2.0), and available NOW!
github.com/ctrliq/stratum
Need more? Stratum Pro adds multi-cluster management, SSO, CIS security profiles, and an app catalog with turnkey AI inference workflows.
ciq.com/products/stratum-pro
Less Kubernetes plumbing. More building cool stuff!
Kubernetes runs in production at 82% of orgs that use containers (CNCF). The teams running it still assemble about ten upstream projects.
CIQ Stratum Kubernetes Engine (SKE) ships them as one signed file that installs and upgrades the cluster. Open source.
ow.ly/5wB7510293w



























