Automata (Neoteams Oy) jobs and careers

About Automata (Neoteams Oy)

Author: Paulus Mikkola THE KAYAK, THE CORMORANT, AND THE END OF "VIBE CODING" The November 2024, Finland They told me it wasn't believable. When I shared our breakthrough on LinkedIn, the experts pointed to the giants: GitHub, Vercel, Cursor, noting they haven't even crossed the 30% automation mark. How could we, a small team, claim something so much more ambitious? The answer didn't come from a Silicon Valley boardroom. It came from a kayak in the outer archipelago of Espoo. THE DISCOVERY I spent my days paddling to Gåskrund, seeking the quiet wisdom of the Finnish nature to model the human behavior for a AI powered serious game we were doing that time. Since the human behavior was too complex for me to understand, I leaned towards the nature, trying to comprehend the principles birds before jumping on humans. I watched the herons and cormorants, studying how they make subconscious decisions to survive in harsh conditions by analyzing the behavior. After intense studies, I ended up with a model. This model later came as a critical piece of the puzzle that later half accidentally lead to a scientific discovery on computer sciences and AI powered software development. A New Paradigm By correcting a fundamental flaw in the way we do the software with AI, I unlocked a new paradigm, which we immeaditly started to work on. Today, Automata has crossed the recursive self-improvement milestone: * 100% of our backend code is now autonomously machine-generated. * 7 core features of Automata were built *by* Automata, with zero human touch on the code. * 70 of our backend specs are completely autonomously machine-generated. * We have moved beyond "vibe coding" to deliver **production-grade, high-security AI software** that is uniquely architected and rigorously tested. In general, what we do, is we take companies from previous ages to the Age of the AI. We deliver AI assets. We build software for you, having over 90% of the work done by our machine.