Execution is the interface
The next wave of AI is not better chat. It is software that can plan and execute real work inside real systems. If you can turn a task into a workflow with tools and constraints, you can turn it into an always on bot.
Thoughts on AI, Automation, Vibe-Coding, Software Development and Tech
The next wave of AI is not better chat. It is software that can plan and execute real work inside real systems. If you can turn a task into a workflow with tools and constraints, you can turn it into an always on bot.
The interface is moving from clicks to intent. In the agentic economy, the winner isn’t who owns the app, it’s who owns the workflow loop.
OpenClaw went from obscure GitHub project to 149k stars in two months—along with security nightmares, runaway API costs, and an AI-built social network with 1.5M agents. Here's why managed hosting makes sense.
OpenClaw Complete Guide: Deploy Your Personal AI Assistant "The best interface is no interface." — Golden Krishna This guide is part of OpenClaw VPS — the easiest way to self-host
The Goal: Fully Autonomous Workflows By default, the codex exec command is interactive, requiring user approval to proceed. This is great for safety but hinders full automation. We needed a
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How to control your own Chrome with DevTools Protocol and Playwright connectOverCDP—reuse cookies and extensions, avoid hosted browsers, and keep sessions local and secure.
How to eliminate "HTTP 401: Invalid bearer token" errors with automatic token refresh "An ounce of prevention is worth a pound of cure." - Benjamin Franklin
Practical Claude cost-cutting: prompt discipline, smart model routing, caching, and evals—so you reduce spend without sacrificing response quality in MoltBot/Telegram workflows.
0G Labs launches Zero Open Spaces, a weekly X Spaces series exploring vibecoding and AI at the intersection of Web3 and decentralized infrastructure.