Now

Building

• —Call2u Chatbot v3 — custom AI chatbot platform built from scratch. Third iteration. This one is production-ready.
• —UnReel — YouTube video truth analyzer. Multi-model pipeline that tells you what a video actually contains.
• —Voice2Post — record your voice, get a publish-ready social post. Solving the friction between thought and content.
• —Koivu Labs Hub — the studio portal you're looking at. Root system and project index just shipped.

Learning

• —Building real products for real clients. Laluna and Karhun Kattila are live — first paying customers.
• —AI orchestration — when to use Claude, when Gemini, when to chain them.
• —Firebase security rules. In production. The hard way.
• —How fast you can actually ship when you stop second-guessing the architecture.

Reading

• —Other people's codebases — the fastest way to learn what not to do.
• —Documentation. More documentation. Occasionally something that isn't documentation.

Location

Northern Central Finland. Quiet. The kind of quiet that makes it easy to focus.

Not doing

• —Flowise. Built on it, learned from it, moved on.
• —Waiting until things are perfect before shipping.
• —Pretending the first version will be the last.