There's a ton of solid agent content floating around right now, and honestly a lot of what I know started with stuff I picked up in rooms like this one. The one thing I kept wishing for was a look at a real one running in a real business, end to end. I could follow the demos and spin up a toy agent fine, but I still couldn't quite picture what one actually does once it's past the sandbox and pointed at something that matters. So instead of asking again, I wrote down the one I actually run, as a thank-you to the community. I've got a Hermes agent in production for an ecommerce brand doing around €10M a year. It's not a chatbot you open and prompt. It runs on its own schedule, watches the business, and acts when something's off, without anyone telling it to. Here's the shift that made it click for me: almost every agent you build at first just waits. It runs the task you handed it, and the second it hits something unexpected, it stops and pings a human. So you're still the bottleneck. You're still the one who has to notice the problem at 11pm. Mine doesn't wait. A couple weeks back, at 3am, a bestseller sold out while three ad sets were still spending on it. The agent caught it, paused the spend, drafted the restock note, and logged everything. I read about it over coffee, after it was already handled. Over a quarter, that kind of catching adds up to somewhere between €30k and €60k that wasn't quietly burning anymore. The part that took me longest wasn't the tools. The runtime is open source and the integrations are off the shelf. The hard part is wiring it into how a real business actually runs, and making it safe enough to fix its own setup without breaking something while you sleep. That's the part it's hard to find a real example of, so I documented mine. So I put all of it in a short PDF, plain English, no jargon: - what a self-operating agent actually does, and how it's different from ChatGPT with a few connectors bolted on - the real architecture and stack I run (Hermes on Railway, the company brain, channels, the self-healing loop) - the step-by-step setup, including the prompts I'd actually type - the guardrails, so it can act on your business without going rogue