aurenvale

Produced by Google, an 8-minute step-by-step guide to building the smallest Agent loop—possibly the quickest way to understand Loop.

In fact, whether it's the articles I personally write or actual usage, when it comes to true understanding, it's not complicated. It's just like understanding Skill: what it demands is management of documents and document content, rather than management of prompts.

But writing Skills well isn't easy either.

Similarly, using loops effectively isn't as easy to grasp as one might think.

The most important thing is still to start using it first.

Practice is the sole criterion for testing truth.

Many founders start their customer search with cold email, LinkedIn, and prospecting tools. But the first 10 customers rarely come from a tool. It starts somewhere else: your network, showing up in person, and a willingness to do things that don't scale.

In this episode of Startup School, YC Visiting Partner Max Kolysh draws on dozens of YC founder stories to explain how to identify the right buyers, start conversations, and turn them into your first customers.

For many tools, I don’t really need a full native app.Electron feels like too much for that. A lightweight Tauri wrapper feels about right.

238GB is the 4-bit quantized version, with an accuracy loss of about one tier compared to the original. For running complex logical reasoning, it's still recommended to use the original version~

AI does the first 95% in 3 hours, then leaves you with the last 5% for 3 days.