Linux, BSD, Python, ML/AI, DFIR, InfoSec, Engineer, Artist, Musician. ♥Blender 3D ♥Coffee #ADHD. I am 6'4" & sadly, cannot be a passenger in your Miata :(

Oakland, CA
Joined December 2012
To everyone I follow and who follows me, thanks for your kindness, wisdom, humor, support, empathy, insight, knowledge, and time.
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Power's out, internet's down, someone's burned. Your AI is useless without a connection. Survival LLM runs entirely on your own computer with no internet. Ask how to keep food safe in a blackout, treat a burn or purify water, and it answers from an offline library of medical, emergency and how-to articles, showing the exact passage each answer came from. You can add your own files too: your generator manual, your medicines list, your family's emergency plan. Set it up today, while you still have internet. github.com/anonnerdfrenzy/su…
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We've poured so many upgrades and features into this release it's hard to keep track. Too many, in fact! Should really have been three separate releases. But despite all of that, it's slimmer, lighter, and WAY WAY FASTER TO INSTALL! 🤘
Omarchy 4.5 RC2 is now out and it includes our new F1 install technique that can almost get a full installation down to the time of a pitstop on the fastest machines (current record is 6 seconds!!). github.com/omacom/omarchy/re…
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Learn ESP-IDF with ESP32: the beginner’s guide (eBook) blog.adafruit.com/2026/10/28…
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All employees come in 5 levels, choose wisely: Level 1 - tells you there's a problem Level 2 - tells you there's a problem and what caused it Level 3 - tells you there's a problem, what caused it, and options to fix it Level 4 - tells you there's a problem, what caused it, options to fix it, and which one they'd pick Level 5 - tells you there was a problem, what caused it, how they fixed it, and future proof’d it
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James retweeted
This is part of why people who try Omarchy on some old potato PC find that their new MacBook machine suddenly isn't very attractive in comparison. There are a lot of common developer tasks that are just way, way faster on Linux (it's the same with Docker!).
The Mac in this test cost $12,000. The PC cost $700.
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The field of Cryptography is all about securing both data and communication between systems. And in this course, you'll learn the basics like hashing, symmetric and asymmetric encryption, and more. By the end, you'll have built a fully-functioning Python-based command line cryptography tool. freecodecamp.org/news/crypto…
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In the ’90s, Gateway was EVERYWHERE 🐄 The cow-print boxes. The massive beige towers. The commercials. The catalogs. A multibillion-dollar PC empire… that practically vanished! So naturally, I brought home one of their biggest, beefiest towers and dressed for the occasion 😉 Meet my Gateway 2000 G6-400 XL! We’re bringing Gateway Country back, one Pentium II at a time.
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NVIDIA’s Certified Associate AI Infrastructure and Operations (NCA-AIIO) is an entry level certification. It tests your ability to run and manage AI systems. Here, you'll learn everything you need to pass the exam, including GPU architecture, ML, and more. freecodecamp.org/news/pass-t…
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James retweeted
this is where REA × Kimi K3 starts to look like cheating. reverse engineering usually means slowly tracing functions REA flips that process. the workflow becomes: find a function → collect evidence → infer behavior → cross-check it → connect it back to the system instead of: one model trying to understand the whole app it turns the codebase into hundreds of smaller investigations and sends 300 K3 agents across them in parallel. so while one group is tracing a function, others are already checking its callers, dependencies, behavior and evidence. and every new finding makes the map more complete. hundreds of agents are reconstructing different parts of it at the same time. full REA × Kimi K3 course below ↓
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AI hardware is becoming such a valuable target that criminals are now stealing entire shipments of GPUs and servers before they even reach data centers. Since June, more than $100 million worth of data-center equipment has been stolen. The thieves are using some pretty sophisticated methods: -Hacking freight accounts and pretending to be legitimate trucking companies. -Using fake identities and paperwork to take control of shipments. -Spoofing GPS signals to hide where the cargo is actually going. -Even using hit-and-runs against security vehicles to steal shipments. In one case, thieves stole around $13 million worth of servers after deliberately crashing into the vehicle escorting the shipment. 92% of the high-value tech thefts studied by cargo-security company Overhaul involved deception rather than brute force.
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Folks, I left Microsoft three months ago to start my own company. Two weeks after I left, my whole team in Australia was let go. I see the hurt it’s causing my ex-colleagues, their families and their kids. Layoffs, forced relocations, PIPs. It’s brutal and I don’t want to brush past that. But here’s my honest take. Microsoft needs fewer people. I’ve been on the inside. I’ve seen how things get built. Lots of small orgs. Layers on layers. Silos everywhere. Here’s a real example. The Entra team shipped managed identities back in 2017. No more secrets in code. A clear security win. Then they tried to get the rest of Microsoft to adopt it. Very few teams did, and the ones that did moved at a snail’s pace. Every org had its own priorities and its own decision makers. It took Microsoft getting hacked, and the Secure Future Initiative that followed, before things really moved. Today almost every Microsoft app and service supports managed identity. Six years, and a major breach, to get there. In a world with agents and fewer people, that rollout would be possible across Microsoft in months, not years. Microsoft already has everything else. The customers. The infrastructure. The scale. What it needs is fewer people, leaning hard into agentic work. Right now OpenAI and Anthropic are shipping at a pace Microsoft can’t match. Microsoft has to change to survive.
BREAKING: Microsoft, $MSFT, is offering buyouts to 60,000 workers as part of the company’s efforts to cut costs amid AI adoption, per Bloomberg. Personnel on select teams in the US, Canada, India, and the UK at a vice president level and below will be eligible. This reflects ~27% of Microsoft's total workforce.
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Discord is making messages from public servers discoverable on search engines like Google starting this November. Server admins can opt channels out starting today. Users can opt out of sharing their messages in settings -> Data and Privacy.
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If you want to improve your technical writing skills, this course is for you. It'll help you make your writing more concrete and practical while teaching you to communicate clearly. You'll learn about framing definitions, describing objects and processes, writing formal reports, and more. freecodecamp.org/news/improv…
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ADHD is a superpower. "The problem isn't that I can't focus; it's that I can't focus on stuff I don't care about." "On stuff I care about, I can lock in and you’re not going to find me for months." So if you have ADHD ... "The first thing you have to do is reframe the task to find the autonomy."
My conversation with @steven_kotler on flow, cognitive performance, and doing your best work. Kotler is the executive director of the Flow Research Collective, where he studies flow and the science of peak performance. In this episode, you’ll learn: • How to get so absorbed in what you’re doing that distractions fade. • How to find a challenge that holds your attention without overwhelming you. • Why a hobby you gave up might be worth picking up again. • What frustration tells you when you’re learning and how to respond. • How to focus on work you don’t feel like doing. • How to think clearly when there’s too much information, and you’re unsure what to trust. Listen and Learn (Includes paid partnerships.)
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Discord is about to put your public messages on Google Discord will start making messages from Discoverable public servers searchable on Google and other search engines from mid-December. The feature is ON by default in most regions, but you can opt out: User Settings → Data & Privacy → turn off “Show my message content from Discoverable channels on web pages.” In the EU, UK, Canada, Brazil, Australia and South Korea, it will be OFF by default. Private servers, DMs and group DMs are not included. Usernames and avatars won’t appear alongside indexed messages.
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Had early access to Genie 4 from @GoogleDeepMind. This is a fully generated, interactive world from a single starting prompt (environment + character) 🤯 Feels like a massive step forward - you can now prompt to change the world and interact with it. With native audio!
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~3 years ago I was at activision-blizzard through the Microsoft acquisition. The xbox org was a mess. Every week, reorgs and reshuffling of roles and responsibilities. Idk how any work got done. I quit shortly after, and years later, they’re still in the same spot.
NEARLY 1 OUT OF 3 (60,000 EMPLOYEES) AT MICROSOFT BEING OFFERED VOLUNTARY TERMINATION Emails should be going out any minute to those receiving the offer. Absolutely insane.
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James retweeted
Undiagnosed ADHD symptom nobody talks about: you forget a person's name the second after they introduce themselves. Not because you don't care. Because your brain was already busy processing the handshake, the eye contact, and the noise in the room.
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