epsiclaw: The Karpathy treatment for OpenClaw - 515 lines of Python

<p>I run a team of AI agents on a Mac I bought in 2022. They handle my Slack, run research, draft content, monitor infrastructure, and spawn sub-agents for compound tasks. The

<h1> <strong>What I Built</strong> </h1> <p>I built a fully automated <strong>daily campaign‑letter summarizer</strong> running on an Azure VM using OpenClaw. Every morning at

<p>I've been running <a href="https://github.com/openclaw/openclaw" rel="noopener noreferrer">OpenClaw</a> as my personal AI assistant for a while — text-based, the usual way. It

<h1> The Agent Loop </h1> <p><em>The entire AI agent stack in 60 lines of Python.</em></p> <p><a class="article-body-image-wrapper"

<h2> Introduction </h2> <blockquote> <p>"Same vision of 'multi-model + multi-channel + memory + tools,' rewritten in Rust: single binary, a few MB of memory, millisecond startup,

<p>Your agent passed all the tests. It's been running in production for three weeks. And it has been quietly wrong the entire time.</p> <p>This is not a hypothetical. Galileo's

<h1> I Let OpenClaw Build a Web App From Scratch - It Even Created the PayPal Plan </h1> <p><strong>TL;DR</strong>: I gave OpenClaw an idea. It built the entire product, deployed