I'm Runbo Li, Co-founder & CEO at Magic Hour.
Most cost-cutting fails because leaders treat it like subtraction. They remove people, remove tools, remove perks, and then act surprised when quality craters and the remaining team checks out. The real move is redesign, not reduction. You don't cut the work. You eliminate the reason the work existed in the first place.
Here's what I mean. David and I run Magic Hour as a two-person team serving millions of users. We didn't get here by hiring a full team and then laying people off. We designed the company from day one so that AI handles the work most startups throw bodies at. Customer support, QA, deployment pipelines, even parts of product development. That's not a cost cut. That's a structural redesign. And it means neither of us is doing the soul-crushing busywork that burns people out at most companies.
The one redesign that delivered the biggest savings while actually improving morale was automating our entire customer support pipeline with AI. Before that, I was personally answering hundreds of messages a week. It was unsustainable and it pulled me away from the creative, high-leverage work that actually moves the company forward. After building an AI-powered support system, response quality went up because answers became instant and consistent, and my energy went back into product and growth. No one burned out because no one was doing repetitive work that a machine handles better.
The hidden quality damage people miss comes from one thing: forcing humans to do work that makes them worse at their actual job. Every hour someone spends on low-skill repetitive tasks is an hour they're not spending on judgment, creativity, or strategy. That's where quality erodes silently.
The rule I follow: never cut a person's role. Cut the task that's beneath their capability. If you can't automate it or eliminate it, that's when you know it actually requires a human. Everything else is just legacy process dressed up as necessity.