데브허브 | DEVHUB | Once You See AI Agents This Way, You Can't Go Back
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Some people get extraordinary leverage from AI agents. Others end up stuck in frustrating loops, wondering what the fuss is about.
The difference usually isn't the task. It's the mental model.
In this video, I share the reframe that changed everything for me: stop thinking about agents in terms of intelligence. Think of them as control systems instead.
I break down how this framing actually works in practice—why tools aren't optional, how skills encode your intent, what makes verification the real unlock, and why setup is your leverage rather than overhead.
I use Anthropic's terminology and abstractions throughout, not because I work for them, but because I think they've built the cleanest philosophy around AI agents.
If you're an engineer who hasn't gone deep on agents yet, or a domain expert looking for a way in, this is the model that makes it click.
Resources mentioned:
Claude Documentation: https://platform.claude.com/docs/en/home
