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How AI agent workflows actually work

Practical guides, honest analysis, and behind-the-build stories from the team building Autonomos.

AI Agent Workflows, Explained Without the Buzzwords

Everyone's talking about AI agents. Most of the explanations are terrible. Here's what they actually are and why you should care.

Here's the math most AI vendors really don't want you to do. Spoiler: you're renting software that costs them almost nothing to run.

We named every agent after a GoT character. People think it's branding. It's actually a UX decision that makes the system way easier to understand.

We built The Prospector for ourselves first. Some things worked exactly like we planned. Some things surprised us.

Our quality gate AI has an 80% pass rate. Here's what the 20% rejection rate actually looks like, and why it's the most important part of the system.

AI agents aren't for everyone. Here's a quick way to figure out if they're a good fit for what you actually do.

People ask about setup. Here's exactly what the 90 minutes looks like, step by step, so you know what you're signing up for.

You check your dashboard every day. You're probably looking at the wrong numbers. Here's what actually matters.

Autonomos was built using AI at every step — design, copy, code, workflows. Here's what worked, what didn't, and what we learned.

Your AI tool runs on your machine with your API key. So why are you paying $300 a month for it?

We show you The Watcher's actual output format. This is what lands in your inbox every Monday at 8:47 AM.

Autonomos

Pre-built AI agent systems that run your business.