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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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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the top 5 cybersecurity books i recommend you read even if doom scrolling has ruined ur attention span!! 🙃
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I'm live streaming this from a quarter mile away from my apartment. On a $5 board. Over Wi-Fi.
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James retweeted
Hello from @unpromptedconf!
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Open source isn't just about the code. It's a community of contributors and maintainers coming together to build software. In this handbook, @AbdulTa62185243 goes over practical steps to help you find projects, make meaningful contributions, and grow your career. freecodecamp.org/news/open-s…
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I'm not sure a lot of people understand what game coders actually do. We're not spending 9 hours a day finely hand crafting artisan software and expressing our inner dreams... 90% of the time we are fighting compilers and existing architecture, having to work out how undocumented code works, and tracking down obscure bugs and behavioural issues. Most of game programming is just difficult, tedious, laborious grunt work, and the cognitive load we have to endure to get anything done is tiring and frustrating. No game coder is doing it for this 90% of the job. We make games because the 10% that IS actually about making things fun and expressing ourselves is so incredibly rewarding it makes the other 90% bearable. Now imagine if there was a tool, some kind of AI agent maybe, which could do most of the 90% grunt work for you, leaving you to just make all the decisions and express your creativity. How amazing would that be. How completely revolutionary would that be.
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At Ensemble Studios, a coworker (who later went to id) and I would work on laborious, janitor-like tasks for months on end. A lot of mind numbing low-level console porting work, asset optimization, shader and engine optimization, etc. AI would have made this much faster. The Age 3->Xbox 360 port and especially the low-level networking rewrite/bring-up (which I did) was particularly brutal.
I'm not sure a lot of people understand what game coders actually do. We're not spending 9 hours a day finely hand crafting artisan software and expressing our inner dreams... 90% of the time we are fighting compilers and existing architecture, having to work out how undocumented code works, and tracking down obscure bugs and behavioural issues. Most of game programming is just difficult, tedious, laborious grunt work, and the cognitive load we have to endure to get anything done is tiring and frustrating. No game coder is doing it for this 90% of the job. We make games because the 10% that IS actually about making things fun and expressing ourselves is so incredibly rewarding it makes the other 90% bearable. Now imagine if there was a tool, some kind of AI agent maybe, which could do most of the 90% grunt work for you, leaving you to just make all the decisions and express your creativity. How amazing would that be. How completely revolutionary would that be.
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Replying to @MegOfficiall
The real career lesson here is that you don’t always need to be the loudest person in the room. Sometimes, being the person who notices what everyone else missed is enough to change how the room sees you.
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James retweeted
My boss accidentally added me to the leadership team's group chat four months ago. I'm a junior accountant. I never said a word. I just read. Nine managers. About 300 messages a week. Mostly arguments about the coffee machine. Then last Tuesday, someone posted next year's budget spreadsheet. I opened it. Row 47 was counted twice. A $40,000 mistake. Nobody noticed. Six managers replied, "Looks good." I typed a message. Deleted it. Typed it again. Then I hit send: "Row 47 is double-counted." The chat went completely silent. Thirty seconds later, my desk phone rang. It was my boss...
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