Dragos retweeted
Announcing Dagger for GitHub.
Run the same checks before and after push. See results in your terminal and PR.
Cut out the middleman: just GitHub and Dagger Cloud.
Stop wasting compute: checks are cached, and you pay for exact usage, not machines.
dagger.io/blog/dagger-for-gi…
Dragos retweeted
It was revealed today in court Republicans sent these letters
WHOA! Texas MOM tells JD Vance her DAUGHTER received a letter telling her TO TRANSITION TO A BOY 🤯
Vice President @JDVance: “Talk to our staff because I’d like the Department of Justice to investigate that.” 🇺🇸🔥
Dragos retweeted
Apparently, not only have new Fable 5.5 checkpoints surfaced, but we'll *also* see a new Opus 5.5 before the IPO.
These SVGs are the best I've seen so far.
Dragos retweeted
Tibo post translation for codex users:
20$ Users -> F*ck you
100$ Users -> Doubled
200$ Users -> F*ck you
500$ Users -> Doubled keep paying please
Dragos retweeted
Today, we release the weights of a new and improved Le Chonk, advancing the open frontier for agentic coding and cybersecurity.
💻 Built to build: Le Chonk ranks #1 on @cognition’s FrontierCode among open models, and sets a new benchmark for Pareto efficiency on @artificialanalysis.
🛡 Built to defend: State-of-the-art in cyberdefense, put through the paces by the world's leading cyber vendors, including @CrowdStrike, @cloudflare, @rubrik, @zscaler, and others.
Built for sovereignty: Make it yours. Download the weights on @huggingface , customize it with Mistral Forge, and deploy it wherever you need it.
Read more from our team and customers 👇:
Dragos retweeted
a year ago, an interviewer called me naive.
all because i said customers would fine-tune open models instead of using frontier APIs. (true story)
this week, we released LFM3 at @liquidai:
small open models built to be specialized.
as a demo, I fine-tuned our 2B vision model to spot defects in drone photos of wind turbines.
before:
LFM3-VL-2B and GPT-6 Luna named the defect correctly in under 10% of images.
after:
a few hours of fine-tuning on one GPU made it jump to 67%.
frontier models are generalists.
your domain-specific problem needs a specialist.
how you can do it too:
1. pick your domain-specific, narrow task and evaluate if a frontier model is sufficient. If not:
2. choose the LFM3 model that fits your data.
3. curate your own examples from your own proprietary data
4. fine-tune in a few hours, even on a single GPU.
5. rerun the evals and deploy anywhere without having to call a cloud API.
Fine-tuning notebooks:
github.com/Liquid4All/cookbo…
Wind turbine project: github.com/Liquid4All/cookbo…
what task would you specialize a model for first?
Dragos retweeted
I'd love to go back in time and slap myself for not leaving GitHub sooner.
It's awful to work with. Slow, bloated and down all the time.
We moved all code to Forgejo. Open-source, self-hosted Git with issues, pull requests and CI pipelines, all running on our own servers. It's run by a nonprofit in Germany, so there's no company that can suddenly change the deal on us.
Our AI agents open issues and pull requests there exactly like they would on GitHub 👇
Dragos retweeted
Just last month, DoorDash couldn’t seem to find the money to pay their deliveristas — until our administration forced them to give back $131M+ in stolen wages and penalties.
This week, they’ve managed to find $17 billion to acquire one of their main competitors.
Corporate consolidation means higher prices, harsher exploitation, and greater economic inequality for New Yorkers.
We’ve stood up to these giants before. That doesn’t stop now.
BREAKING: DoorDash just agreed to buy Instacart for $17 billion. Here's what that means for customers and shoppers. apnews.com/article/doordash-…
We're doubling in size every 3 days (fun!). We're racking and stacking servers but queue times are looking good today.
If you're considering bringing size to Jog, dm me. We never! bias customers within our general pool. But if you prepay, we can acquire *additional* compute for you and provide great SLAs.
Meet NVIDIA Nemotron 3.5 Transcribe 🎙️
An open-weight, promptable 30B MoE model with ~4B active parameters that brings transcription in 40 languages, speaker attribution, translation, contextual prompting and audio understanding into one checkpoint.
Watch it keep track of who said what when everyone’s talking at once.
1/ 🧵
Dragos retweeted
Abdul El-Sayed: “We are being actively bullied by the dumbest people in the room. Donald Trump is an idiot. He has one genius which is getting attention. Because his dad never gave him enough, because he was a nepo baby, he craved attention and used the bullying tactics to get it. But the man is an idiot. Just a fool”
Dragos retweeted
We have released Zero Breach Toolkit, a free open sourced tool capable of detecting over 12,100 traces of Israeli & other spyware on your devices. It works on Windows, Linux, Mac, Android and Iphones.
You can download it here: github.com/interplains/Zero-…
Inside the folder with the tools run this command: python -X utf8 scan/zero-breach-toolkit.py
It never writes to disk, never connects to the internet, or ask for admin perms. It takes around 10-15 minutes to run depending on the device.
This project is fully open source, so feel free to take the code and use it to create your own tools.
If you find some spyware on your device, consider sending it to us via telegram. Leave us a star on GitHub if the tool helped you.
Follow our backups: @ZionismExposedx
@IsraelExposedAr
God bless
Dragos retweeted
Introducing Gemini 4 Carbon, it's a big jump over Argon which we released just 2 weeks ago.
Gemini 4 Carbon is SOTA on cyber, long horizon tasks, ranks #1 on Artificial Analysis V5, significantly improves on usability in domains like coding, and is more aligned.
Dragos retweeted
PRO TOP
- Opus 5.5 as orchestrator and planner
- DSv4.1 Flash 1017 as executioner and implementer
Unbeaten combo
Dragos retweeted
What I learned today:
- deepseek/deepseek-v4.1-flash-1017 works great in Claude Code for sub agents (just ask it to write an .claude/agents/ file as the sub agent tool doesn't take a tool arg)
- With Opus 5.5 doing orchestration everything just works wonderfully
- It's extremely cheap. I currently have 24 sub agents cooking (all with their own Vercel Sandbox to leave my laptop alone) and until now I have spent like $9 on deepseek which does 99% of the work 🤯
- Previously I averaged about $2K per day in list-price tokens (Sorry @mabrahamsen)
Even if you have a Max subscription, just imagine how much more you could do vercel.com/get/token-pass
Dragos retweeted
🎉 Introducing OpenDuet
Self-hostable, proactive AI agents that you own and works with ANY agent harness.
Includes:
- Build, generate, and edit live assets
- Human-in-the-loop approvals
- Computer use
- Mobile, Web, and Channels
Repo → github.com/CopilotKit/OpenDu…
Powered by @CopilotKit and AG-UI.
Clone this template and customize it however you want. Enterprise-ready.































