I'm Adam. Software engineer at Google. I take things apart to see how they run, then I build the thing that runs better. The videos and the AI work both come out of that same habit.

Outside of Google, I help people use AI and agents to automate the busywork and get the real work done faster. Less hype. More of what holds up once you're depending on it. I make videos and build the tools that teach it — the same ones I use every day.

The rest of the time I'm in the gym or buried in a computer, pulling some piece of software apart to see how it runs. That habit is going somewhere bigger than a YouTube channel: practical AI systems, local tools, and experiments people can actually inspect.