Building Omarchy plugins can be a nightmare, so having a fine-tuned local model for it is HUGE.🚀🧠 Thanks @harriskennyx
Released this but haven’t had a ton of time to promote - new baby keeping me busy 😆
Usuba is a Qwen-based local model and set of python scripts for Omarchy plugin developers
Usuba catches tons of things that coding agents miss when building for Omarchy, even the frontier labs
It’s fully open source on GitHub and HuggingFace along with all the training and testing data from over 5k Omarchy plugins
Special thanks to @hancore_linux for his interest in the project :)
usuba.dev/
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Yeah, what he said 👇
The fastest way to lose trust in an AI agent: let it change your machine without showing its work.
If an agent edits a config or removes a network rule, ask it to name the exact change first.
Back up the file, approve one action, then verify the result.
Convenience is not worth finding out later what your agent changed.
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The fastest way to lose trust in an AI agent: let it change your machine without showing its work.
If an agent edits a config or removes a network rule, ask it to name the exact change first.
Back up the file, approve one action, then verify the result.
Convenience is not worth finding out later what your agent changed.
All I had to do was ask, I seriously love this operating system+AI brains from @dhh, fix anything! Blackmagic Keyboard dial now used for volume and scroll in Omarchy, not locked behind a gate.
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Anyone else on Tailscale? It's usefulness has become quite the honey pot 🤔 is anything safe online anymore...
Replying to @IntCyberDigest
Tailscale replied on Reddit:
Hi folks, Mike Shaver here, VP of Engineering at Tailscale.
We've seen the concerns about Tailscale SSH and wanted to share what we know so far.
If you want to jump to the most important part, based on our current assessment, we're not recommending that everyone disable Tailscale SSH.
We've now received the researcher's report and are reviewing it. Our engineering and security teams had already been investigating independently, with help from external security specialists. That work has identified issues we're working to fix. We're still validating the full scope, including which configurations are affected.
A bit of technical context:
Tailscale SSH uses your tailnet's access policies to control who can connect to which machines. Most of the issues we've identified so far concern what happens after someone has been authorized to connect, particularly how Unix privileges and SSH forwarding are handled. In some cases, a session may be able to do more than the configured local user should be allowed to do.
While it’s a serious concern, it isn't the same as an unauthenticated attacker being able to connect to arbitrary machines, but the potential impact depends on how SSH access is configured. We're still investigating, so we don't want to make blanket claims about what's affected or not.
Again, based on our current assessment, we're not recommending that everyone disable Tailscale SSH.
In the meantime, there are a few precautions you can take:
•Review your SSH access policies. Make sure only the people and devices that need access have it.
•Review SSH forwarding permissions and remove access you don't need.
•Consider enabling SSH check mode for an additional authentication step. This won't fix privilege escalation issues, but it does add another barrier to gaining access.
•Enable automatic updates where supported so you can pick up fixes when they're released.
For particularly sensitive systems, consider temporarily tightening your Tailscale SSH access policies while we investigate, so that only the specific users and devices that need access can connect.
We're working on fixes and testing them carefully. We'll publish a security advisory explaining the confirmed findings, affected configurations, recommended actions and available patches. We'll also follow up with a more detailed technical write-up.
If we find anything that changes our assessment or requires immediate customer action, we'll communicate that.
We know it's been a rough week for security teams, and we understand why people are concerned. We'd rather give you the technical context we have than speculate about things we haven't confirmed yet.
We'll share more as we verify the details. If you have any questions about how this relates to your particular environment, please get in touch with our team tailscale.com/contact/suppor…
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fromahuman retweeted
Tailscale replied on Reddit:
Hi folks, Mike Shaver here, VP of Engineering at Tailscale.
We've seen the concerns about Tailscale SSH and wanted to share what we know so far.
If you want to jump to the most important part, based on our current assessment, we're not recommending that everyone disable Tailscale SSH.
We've now received the researcher's report and are reviewing it. Our engineering and security teams had already been investigating independently, with help from external security specialists. That work has identified issues we're working to fix. We're still validating the full scope, including which configurations are affected.
A bit of technical context:
Tailscale SSH uses your tailnet's access policies to control who can connect to which machines. Most of the issues we've identified so far concern what happens after someone has been authorized to connect, particularly how Unix privileges and SSH forwarding are handled. In some cases, a session may be able to do more than the configured local user should be allowed to do.
While it’s a serious concern, it isn't the same as an unauthenticated attacker being able to connect to arbitrary machines, but the potential impact depends on how SSH access is configured. We're still investigating, so we don't want to make blanket claims about what's affected or not.
Again, based on our current assessment, we're not recommending that everyone disable Tailscale SSH.
In the meantime, there are a few precautions you can take:
•Review your SSH access policies. Make sure only the people and devices that need access have it.
•Review SSH forwarding permissions and remove access you don't need.
•Consider enabling SSH check mode for an additional authentication step. This won't fix privilege escalation issues, but it does add another barrier to gaining access.
•Enable automatic updates where supported so you can pick up fixes when they're released.
For particularly sensitive systems, consider temporarily tightening your Tailscale SSH access policies while we investigate, so that only the specific users and devices that need access can connect.
We're working on fixes and testing them carefully. We'll publish a security advisory explaining the confirmed findings, affected configurations, recommended actions and available patches. We'll also follow up with a more detailed technical write-up.
If we find anything that changes our assessment or requires immediate customer action, we'll communicate that.
We know it's been a rough week for security teams, and we understand why people are concerned. We'd rather give you the technical context we have than speculate about things we haven't confirmed yet.
We'll share more as we verify the details. If you have any questions about how this relates to your particular environment, please get in touch with our team tailscale.com/contact/suppor…
Resolve 21.0.4 Studio works on @OmarchyLinux 4.0.2-1.
Videos recorded AAC→.mp4 (licensing issue) no sound. I made a plugin that strips AAC without re-encoding → .mov + PCM16.
Thanks to @hancore_linux for this new platform 🚀
check it out here: plugins.omarchy.org/plugin.h…
What if you ditched the grid and built your own life from scratch?
I filmed one of Europe’s best-known off-grid families. Authentic talk about freedom, struggle & self-sufficiency.
Full doc just dropped 👇
Would you ever go off-grid? Yes or No?
#OffGrid
youtu.be/QbBpNvyXBz8?si=v3HS…
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fromahuman retweeted
Literally, everyone who witnessed our Unite The Kingdom rally saw how incredible it was and how the legacy media still tried everything to give it a bad look.
The fact that the legacy media, politicians, and commies have to blatantly lie, attempting to smear, proves everything.
fromahuman retweeted
looking for 𝕏 power users to train our models.
if 𝕏 is already your life, you might as well get paid to make it better.
DM me + RT this if interested 👀
Prompt Engineering - the realization and importance of this unfolders. Free beginner's guide on my website.
The difference between mediocre and amazing AI results isn't the model.
It's the prompt.
MIT research confirms: 50% of AI performance comes from how you ask.
Stop waiting for new models.
Here’s how to level up without touching the model:
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A mini podcast with script, voice, and editing... done. All image concepts to final edit... done. A post larger than your email allowance... done. And a beginner's prompt guide, ready for you to get started. What are you building with AI? - share in the comments bellow ⬇️👀
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Cool, thanks for sharing. I see those early ico power projects being used in something like this, the grid would need to allow you to sell to your neighbor a new p2p power network. @grok could a participant become a sovereign power station on a new market? powerledger.io/
Elon Musk just vowed to save the UK.
• UK energy bills rose 60% in 3 years
• 30% of families struggle to afford power
But Tesla just entered the market.
Now, every greedy energy giant has Musk to deal with.
Here's Musk's plan to save the UK citizens:
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@grok double check latest Colossus specs/updates: GPU count/mix, power and performance in exaFLOPS? My table might be outdated.
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It’s maddening how much creativity gets lost translating thought to words. Like screaming into a pillow.
I’ll wait for Neuralink’s wearable, @elonmusk is the barrier neural frequencies through bone? Mr. Tesla would’ve hated this static😜
#Neuralink #AI #Creative #letsgowearables
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A hybrid species, cognitive enhancement, biological-digital hybrids, the "posthuman" being, @grok what is that transhumanism, and the chances of this happening by year? See: teapaw.org/r0ck3t23/status/195819…
Ray Kurzweil argues we’re on track to merge with AI and become a tech-augmented hybrid species; still human, just upgraded. As computation shrinks and slips under the skin, biology stops being the ceiling: memory on tap, real-time translation, disease prediction, neural I/O. If he’s right, “live life without limits” isn’t a slogan; it’s an engineering roadmap.
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If citizens were to witness firsthand what autonomous military systems were being programmed to do?
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The public could then hold their government and military accountable in real time. Citizens would be able to see the exact moment a policy changed from "proportionate force" to something far more aggressive.
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