Very thoughtful and accurate read: take it from my first hand experience trying to roll my own CMS like systems with markdown, "Git is not a content collaboration tool" hits home so hard. You would not imagine the things I've seen break across content because someone (or more

Fun to sit down with @johncodes and @bdougieYO and chat evals, MCP and agents.

Highly skilled Operator vs Nauticus ToolKITT Extrapolation of the variance tells you the power of autonomy in improving operational performance - It is a must see. The transformation of autonomy to business value

On episode 27 of @opensourceready, @bdougieYO & @johncodes sit down with Adam Hevenor(@aHev) to discuss the rapidly evolving world of AI model evaluation, experimenting with agents, and why smaller models can sometimes outperform larger ones. Tune in! https://t.co/4mNw6VE82p

“I think that it’s extraordinarily important that we in computer science keep fun in computing … Don’t feel as if the key to successful computing is only in your hands. What’s in your hands, I think and hope, is intelligence: the ability to see the machine as more than when you

For me, this video embodies why SO many people bounce off of Linux and abandon desktop Linux: A simple question like "What's the d in systemd stand for?" introduces all sorts of confusion from one of, if not the most, influential people in Linux. If you have any understanding

New post: AI code is like sushi 🍣 Give it a read: https://t.co/X2SEIAXQ8d

Anybody can contribute back to open source. Evan You.

Wake Arena: multi-agent AI audit with graph-driven reasoning and LLM-tailored static analysis. 43/94 high-severity vulnerabilities found in historical audit competitions. 26 findings, including 5 criticals in 4 production audits by Akcee in Nov 2025. Full benchmarking report:

If your software license has a “non-compete” clause, then, I’m sorry to break it to you, it’s not free and open source software. That is proprietary software that I happen to be able to look at the code.

🎫 Focus flight to Moab Utah, 33 mins. Cranking out some documentation.

Orchestrating TPUs on Kubernetes with GKE is leagues beyond the nvidia nightmare. This is something alot of people miss: SREs on GKE have a much easier time managing huge TPU based workloads since the devices and drivers are automatically loaded from TPU nodepools. All you have

What does this mean for classically verifiable computer programs? In theory, every computer program can have a "proof" for its correctness (just like you can prove that "1 = 2" by dividing by zero and, thus, invalidating division by zero). In theory, with a model that has some

This is huge. DeepSeek is back with a new proofs based math model that outperforms other LLMs: > We then train a proof generator using the verifier as the reward model, and incentivize the generator to identify and resolve as many issues as possible in their own proofs before

i started calling this "dopamine driven development" (or ddd) - it's how llm inference providers scrap more and more "understanding" away from you, keeping you dependent. https://t.co/duYanO1X2h

Episode 26 of @opensourceready is a deep dive into the fast-moving world of coding agents. @bdougieYO and @johncodes talk with @sqs about @AmpCode, AI economics, and what’s coming next for developers. Tune in! https://t.co/MWLA6kHGFu

Want to learn about agentic AI, dopamine-driven development, and the next frontier of developer infrastructure? Check out episode 24 of @opensourceready, featuring @ivanburazin of @Daytonaio! https://t.co/cOT5glL3oP

hot take: MCP is so lite weight that huge, centralized sdks is probably an anti-pattern. @Zuplo needed a thin, low dependency MCP sdk for our runtime. So I went and built one! Built on Zod 4, no express JS dependency, uses the "fetch()" API https://t.co/0NL5EXbdRV

Incredible @AmpCode easter egg 🍳 my hats off to whoever cooked this up!

first principles thinking wins again.

I mean it's hard to afford artists if you're a small indie game like *check notes* Call of Duty

just got @johncodes - the X marketplace works!!