The founders actually growing a company with AI stopped asking it to write. They asked it to watch.
Here is the uncomfortable bit about small-company growth in 2026. Your bottleneck was never how many blog posts, ads or cold emails you could produce. It was that nobody had the hours to study what happened after you pressed publish. Reading your own numbers, honestly and often, is dull, and dull is exactly what machines are for.
Angus Sewell (Angus the Nontechnical) argues, after a hundred calls with founders, that you should point your AI at watching instead of writing, so one person can run the nine growth plays a small team normally cannot staff. He is onto something real. Let me push it one step forward and one step back.
Forward first. The market is bending his way. Gartner reckons 40% of enterprise apps will have task-specific AI agents baked in by the end of 2026, up from under 5% a year earlier. And the fastest-growing corner of the whole agent boom is not chatbots, it is “agentic observability”: tools that log, trace and monitor what software and users are doing. Watching, in plain English. Y Combinator’s W26 cohort, its largest ever, ran more than 80% AI, and a good chunk of those startups do nothing but observe and report.
Now the step back. Watching is only as sharp as the data underneath it. If forty people visit your site a day, an AI “analyst” will hand you confident patterns that are pure noise, and you will chase ghosts. Worse, an agent told to optimise will happily fixate on whatever it can measure easily (opens, clicks, time on page) while your actual revenue sits flat. The machine can spot the change. It cannot tell you which number deserves to run your week. That judgement is still yours, and handing it over is how founders automate themselves into a busy fool’s paradise.
So use it the way Angus points: an ever-present analyst that reads your analytics, session recordings and support tickets, then tells you the single thing to fix this week. Just keep a hand on the wheel, and never act on a pattern you have not eyeballed yourself.
Did you know: AI agents now make up over 15% of every product launched on Product Hunt, and observability tooling, machines watching other machines, is among the fastest-growing categories of the lot.