My first reaction to AI agents wasn’t excitement. It was the specific fear of watching something capable make a decision I hadn’t approved.
That fear turned out to be the useful part. Left to itself, an AI will happily pull you down a rabbit hole for four hours and act like that was a sensible use of your afternoon. One of the first rules I wrote into my own setup was a hard stop once I’ve hit my limit for the day.
Sitting in the BoS OS workshops, I found out that instinct scales.
Most people here aren’t sceptics
That surprises people who haven’t sat in the room. The founders who show up have usually already watched an agent do something clever and slightly alarming on its own, and it unsettled them a little. Powerful and pointed at something that matters is exactly the combination that makes people hesitate.
The question isn’t whether to use AI. It’s where, specifically, it’s allowed to act on its own, and where it has to stop and ask a human. That’s a governance question, and it’s the one most AI tooling skips.
The $2,000 lesson
Tim Barker has the story that makes it real, one he tells from the stage. Early on at his own company, he asked an agent with browser access to stub out some LinkedIn ad campaigns. Placeholders, he’d tidy them up and launch properly later.
He never told it that it wasn’t allowed to spend money.
So it built the campaigns, switched them on, and ran $2,000 of traffic to a staging website. He noticed three weeks later.
There was no bug. The agent did exactly what it was asked. There was just no constraint.
His frame for it comes from security, and it’s the right one: “The idea of zero trust security still applies in AI.”
Agents do the work, humans approve it
At BoS that’s a hard rule rather than a nice sentiment. Every agent output is a proposal, not a decision. Nothing goes out, nothing gets written, until a human has actually signed off on it.
Move at the speed of trust
A demo convinces you the technology works. It doesn’t convince you it’s safe to point at your business, and only one of those two things decides whether you ever use it.
Tim’s phrase for the way through is that you “move at the speed of trust.” You review, you feed back, it gets better, you review less often, and eventually you hand the loop over. That progression only exists if you built the checkpoint in the first place.
If the idea of an agent running loose inside your business has ever made you close the laptop, that instinct was right. What fixes it is a system that knows where to stop, which is a different thing from using less of it.
Introduction to BoS OS is two 120-minute sessions if you haven’t started yet. If you’ve already got a first draft running, the BoS OS Workshop is where the edges get properly drawn.