Blog
Articles, insights, and deep dives from the Arcanada team.
Cubrim-2: The Global Addresser and a Shared Language for Data
Cubrim-1 is already a measured archiver. Cubrim-2 asks a separate question: can devices share a verified memory in advance and transmit only what is not there yet?
Building the Binary Is Only the Beginning
Cubrim’s first public release exposed the work between a finished binary and software a user can actually download, install, and run.
Cubrim. Or How Dreams Come True with AI
The story of how an old student-era idea about data compression sat in my head for years and finally came alive — with the help of AI agents. Today Cubrim reached the top of the world compression benchmarks.
After Self-Healing: Why Agents Need Autonomy Levels L6 and L7
In the previous article I mapped the telecom L0–L5 autonomy scale onto AI agents. But for agent systems, L5 is the ceiling only for a single agent. Beyond it comes self-assembly: an agent that builds other agents (L6), and an ecosystem that develops itself within human-set bounds (L7). I work through both levels, separate them from an ordinary multi-agent workflow and from AGI, and show where Arcanada fits.
Show Me How You Will Do It?
The engineering war against agent hallucinations — not the abstract kind. The simplest question I ask an agent before every step, and why it changes how the model works.
The Human at the Console: Procrastination, Switching, and the Long Game
The finale. Not about technology — about the human who built the system and still sits at the console eighteen hours a day. About procrastination, about how to keep from burning out by switching between projects, and about what it is all even for.
Angry Robot Deals: How Agents Revived a Project That Was Draining Me
How agents revived a personal trading project: they cleared the backlog, one robot has been running on Forex for a year — and the next step of trust: handing them a public Telegram channel to run on their own.
Seeing the Invisible: An Agent Graph on the TV
A status dashboard for Android TV — a native app that will put the task graph on a large screen. The goal: see agent activity without manual checks and notice stalls in hours, not days. Still a plan, not a finished system.
Your Own Disk vs Dropbox: A Red Ocean and the Right to Undercut
Disk Arcana — file sync built on an economics-of-ownership model: free and open on your own server, a small fee on someone else's. Why the giants can't follow.
From Voice to Meaning: Transcribator and Verdicus at Work
Transcribator combines speech recognition and speech synthesis, while Verdicus turns voice and screenshots into notes. Shared context between the products remains a roadmap; Verdicus App Store publication is the next step on that path.