
My Time Multiplied - Another AI Business Case
With AI tooling and workflow optimization, one engineer built a full business management platform in spare evenings. When your capacity multiplies, your spare time becomes a launchpad.
Growth • AI innovation • Product engineering

With AI tooling and workflow optimization, one engineer built a full business management platform in spare evenings. When your capacity multiplies, your spare time becomes a launchpad.

Stop following AI thought leaders. Stop consuming recycled takes. Start solving real problems and shipping actual products.

If you can't articulate the vision clearly enough for a human team, what makes you think you'll be able to orchestrate a fleet of AI agents?
Engineer solving problems. Engineering products. I'm Gediminas—Geddy for short—Senior Web Engineer / Lead with 20+ years of web engineering experience across 10+ companies and 50+ projects. After years as an independent contractor working in highly competitive environments since 2017, I transitioned into engineering leadership over a year ago. I write about this shift from IC to leadership, leveraging AI in product development, and building scalable architectures. My focus is on sharing practical insights from navigating this evolution while maintaining technical depth.