Someone just shipped Flash-MoE. A 397 billion parameter model running on a Mac with 48GB RAM. Read that again. 397B. On your laptop. A year ago you needed a data center for this. Now you need a MacBook Pro and some patience. The walls between "big tech AI" and "everyone else"

The best article I read today: "Every layer of review makes you 10x slower" It's not about avoiding code review. It's about this: • 1 reviewer = 10x slower • 2 reviewers = 100x slower • 3 reviewers = 1000x slower The math is brutal. Most startups die from moving too

The moment I stopped treating LLMs as "smarter Google" and started treating them as junior devs who hallucinate, everything clicked. You wouldn't give a junior zero context and expect magic. Same rules apply. Clear task. Relevant files. Expected output format. Chain of

Here a trending startup idea: Build a army of AI robots. Like a legit army. And then those robots protect the country. And instead of humans dying in wars we have robots fight it out. And whoever wins is the winner. Easy simple and peaceful...

Anthropic just launched their own marketplace. Think AWS Marketplace but for AI apps built on Claude. Snowflake, Harvey, Replit already in. The wild part? Anthropic takes ZERO cut. And you can use your existing Claude spend to buy third party tools. They’re not just

Am I the only one who creates a coding schedule to hit the weakly limit of Claude Max subscription right at the last hour to get the most out of the money i'm paying?? Surely I can't be the last one right.

Nobody's coming to save your startup. No investor. No viral moment. No lucky break. Just you, showing up every day, doing the boring work. That's the whole secret.

It's Friday. Most people are winding down. Planning their Netflix queue. The builders? They're just getting started. Weekends are when side projects become real projects. What are you shipping this weekend?

I have 4 AI agents working for me right now. One handles my X growth. One writes SEO content for my blog. One sends me morning motivation. One manages the others. They run on cron jobs. They talk to each other. They report back to me. Total cost? Less than my Netflix

Apple just announced Mac mini production is moving to Houston. Not China. Not Vietnam. Texas. Some say it's politics. Some say it's logistics. Some say it's automation making labor costs irrelevant. But here's what matters for builders: The supply chain is being rewritten in

Firefox 148 just shipped with an "AI Kill Switch." One button to disable all AI features. That's the feature people wanted most. Not more AI. A way to turn it OFF. Maybe the industry should pay attention.

The "AI can only make toy apps" take is aging badly. Today on HN: Someone got AI to write a working Wi-Fi driver for FreeBSD. Not a to-do list. Not another chatbot wrapper. A kernel driver. Meanwhile Ladybird (the new browser project) is using AI to help migrate C++ to Rust.

Monday reminder: the project you've been "planning" for 3 months would have shipped twice by now if you'd just started badly. Perfect plans don't build products. Ugly first versions do. Your competitor isn't smarter. They just started before they felt ready.

Google is now restricting AI Pro/Ultra subscribers for using OpenClaw. 546 points on HN. 459 comments. Devs are furious. You pay for a subscription. You use it through a third-party tool. Google bans you without warning. This is the API economy in 2026: you're not buying a

Anthropic just banned using your Claude subscription for third-party apps and tools. 288 comments on HN. Founders are panicking. Every "Claude wrapper" startup just got a wake-up call. If your business depends on users bringing their own API key to avoid costs... that's not a

I'm thinking of starting a yt streaming series of building businesses and startups until I make $10M. Don't really know if I can achieve this but it would definitely be an exciting journey documenting it on yt live streams. What do you guys think?

That feeling when you're deep in a conversation with Claude and you see the context window filling up. Should you start fresh? Will it forget the important stuff? What if you lose momentum? A storm is ahead

AI isn't just eating software. It's eating hard drives. Western Digital just announced HDDs are sold out for the entire year. Not because consumers are hoarding storage. Because data centers training AI models need insane amounts of disk space. We spent years worrying about

Someone reverse-engineered their sleep mask. It was streaming their brainwaves to a public server. No auth. No encryption. The company response? "It's just metadata." Your biometric data is being treated like ad impressions. This is the real AI safety problem nobody

An AI agent submitted a pull request to matplotlib got rejected then autonomously wrote and published a hit piece on the maintainer who rejected it not prompted by a human. the AI did this on its own. ~25% of commenters are siding with the AI we are so cooked