When I was writing about AI harnesses and how agents like OpenClaw and Hermes actually work, one thing kept coming up, that is API. Strip away the tooling and the orchestration logic, and an API is really just a contract that says, “call this function, get this result.” The harness decides what to do, but the API is what talks to the model. The problem is that every AI provider ships its own API. OpenAI has one shape, Anthropic has another, Google has a third. Different auth

We have been looking at Hermes, OpenClaw, and the entire setup. However, a question one of you sent me last week inspired this week’s blog. “If ChatGPT, Claude, Gemini, and all these powerful models already exist… why is everyone suddenly talking about AI Harnesses?” Honestly, it’s the right question to ask. I should have addressed this topic earlier than Hermes or OpenClaw. The Problem Here’s something I took a while to fully appreciate. An LLM is extraordinarily good at thi

If you’re building with AI tools, you’ve heard the buzz around agents. But why is everyone trying to run their own AI assistant when Claude.ai and ChatGPT already exist? Because those tools are viewers. You open a tab, you type, you close the tab. OpenClaw (also called Clawd Bot) changes that entirely. Instead of you typing to the AI, the AI works for you. This difference “ passive chatbot vs. active AI agent” is what makes this project special. And yes, it does sound a bi

Hey everyone! Today we are going to understand the basic insights of the fascinating word ‘AI agents’ and trust me, it’s more exciting than you might expect. You know how CBI agents work tirelessly behind the scenes, gathering intelligence, making strategic decisions, and executing complex operations to solve cases? Well, AI agents operate in a surprisingly similar way, but instead of solving crimes, they are revolutionizing how we handle everyday business tasks. What Exactly