Navigating the Overload
AI progress feels relentless, so relentless it makes nearly impossible to grasp every breakthrough or idea that emerges. There’s
Maincode Research & Engineering
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The Real Edge Is Creative Judgment
Creative judgment is the ability to make sharp, system-aware decisions under ambiguity - turning complexity into momentum without sacrificing clarity, timing, or downstream integrity.
Learning to be Maincode
Why operationalizing discovery is the hardest and most important challenge ahead
The Language of Computer Control Agents
The current focus of frontier AI research is on Computer Control Agents (CCA). The goal of this research is the
Wayfinders: Operationalising UX for AI Interfaces
As generative AI gets woven into everything from writing tools to CRMs, there’s a growing problem: most products still
Moving Beyond Static AI: The Need for Dynamic Personalisation and Where We Go Next
Why the one-size-fits-all approach to interaction modelling falls short and why we need to re-think the role of the human expert.
Interfaces Are Never Neutral
How we redesigned Maincode.com as an interface-level expression of our culture
Co-discovery: Humans in Automated Scientific Discovery
Why end-to-end automation of scientific discovery is probably not where the biggest opportunity lies right now.
The Future of Computer Control Agents
The current frontier in the fast-paced world of AI research is Computer Control Agents or CCA. OpenAI released Operator and