The signal in the feed.

Prime Intellect raises $130M Series A to help enterprises build their own AI agents

Founded in 2024, Prime Intellect’s goal is to give organizations capabilities to train their own agentic systems without relying on frontier AI labs.

Idempotency in NestJS, and Why Your Transaction ID Is Not Always Enough

Picture a customer tapping send on a payment, the app freezes for a second, and out of habit they tap...

SWE-1.7 Reach Near GPT 5.5 and Opus Intelligence

Another massive data breach exposed millions of driver’s license numbers

The cyberattack targeting a U.S. insurance giant is the largest known breach of driver's license numbers so far in 2026.

Cost of hosting a React app on AWS vs Vercel — real numbers

Let's cut through the marketing fluff and look at the actual numbers. If you're building a React app in 2026, the choice between AWS and Vercel often comes down to one question: how much are you willing to pay for convenience? Here's the honest breakdown. The quick verdict Platform Monthly Cost But that $12–15/month difference comes with tradeoffs. Here's what you're really buying. Vercel's pricing model: the convenience tax Hobby: Free (personal/non-commercial only) Pro: $20/user/month — includ

TypeScript 7

Structured Outputs vs Tool Use vs Prefills: Getting JSON Out of Claude in 2026

For a long time the trick to force a model into JSON was to prefill the assistant turn with an...

These AI startups are growing revenue at faster and faster rates

There are a lot of fast-growing AI startups, but some are growing even faster, they say.

Two teens learn the hard way not to do toy gun drive-bys from a Waymo

The robotaxi stopped, called 911, and waited for the San Mateo Police to show up.

AI Overviews SEO Strategy 2026

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DEMYSTIFYING REACT COMPONENT INSTANCES

Hello fellow React developers! In this article we will be breaking down what React component instance is and scenarios where React component instance is at play. What is a React Component ? Before we can understand and really appreciate what a React component instance is, we first need to understand what a component itself is. Basically, components are the fundamental building blocks of any React application. They are independent, reusable pieces of code that allow you to split your application

How Secure is Your Password? Calculating Shannon Entropy in the Browser

We've all seen password strength meters on sign-up forms. Most of them rely on simplistic, static rules: "Must contain at least 8 characters, one number, and one special character." But from a mathematical standpoint, these rules are a poor proxy for actual password security. A password like Tr0ub4dor&3 conforms to these rules but is far easier to compromise than a randomly generated four-word passphrase like correct-horse-battery-staple. To truly measure password security, we have to look at in