Have You Ever Watched a Toddler "Help" in the Kitchen?

They're eager, they're capable of a lot, and they will absolutely try to put the ketchup in the dishwasher if nobody's watching. It's not that they're malicious. It's that competence and judgment aren't the same thing.

AI agents — the systems …

Have You Ever Asked a Friend "Why Did You Do That?" and Gotten a Shrug?

That's basically what it feels like to debug an AI agent system.

You watch it mess up. You check the logs. The logs cheerfully tell you what happened — it called a tool, it got a …

Have You Ever Asked an AI to Do Something Complex — and Got Back Something That Felt Off?

Maybe it missed key details. Made confident-sounding mistakes. Or just couldn't hold the whole thing together.

You're not imagining it. There's a real reason this happens. And understanding it is the first step …

Have You Ever Built Something That Looked Like It Was Working — Until It Suddenly Wasn't, and You Had No Idea Why?

That's what it feels like to run an AI agent system in the real world. The agent reasons beautifully. The logic seems sound. And then, somewhere in the middle …

Send Your First Message to Slack via AI Agent

Your sandbox is running. Your agent is alive inside it. Now — can it actually do anything?

Let's find out by sending a real message to Slack.

Why Slack?

Slack is the perfect first test. It's: - External (proves your agent can reach …