spoonLabs AI is a one-person lab exploring what's possible when the right combination of AI agents, models, and operating design works in concert — finding opportunity, building systems, and creating value at a scale no single human could reach alone.
See the first project →For most of history, scale required headcount. Then software. Now something else is happening — AI agents that can research, synthesize, build, and act in parallel. The constraint is no longer people. It's vision and operating design.
spoonLabs AI is a lab for figuring out what that actually looks like in practice — not the hype version, the real version. What can you find that others miss? What can you build that wasn't possible before? What does a one-person company look like when it operates with leverage that used to belong only to large teams?
A system of agents designed to find what humans miss — emerging markets, underserved automation needs, and the gaps where real value can be created.
Continuously monitors emerging platforms, communities, and markets before they hit mainstream attention.
Finds automation pain signals — the DIY workflows, the clunky n8n flows, the Reddit threads full of "how do I automate X." Existing workarounds mean the problem is real and validated.
Produces opportunity briefs: growing space + automation demand + gap in solutions = somewhere worth building.