01 / Blog
Working notes on personal AI systems, the tools around them and what the data says. Written for owners and consultants, in plain words.
In 2026 agents finish real work on their own, so the design decision that matters is no longer what your AI can do. It is what it must never do without you. Three documented incidents, three vendor rule sets, and the numbers behind the line.
Read the articleEvery big assistant now remembers you. I read the documentation for ChatGPT, Claude, Gemini and Copilot to find out who holds that memory, what you can take out, and what survives an engine swap.
Read the articleSearch demand, Google Trends and GitHub data show a shift from AI chatbots to persistent personal AI systems. Here is what OpenClaw, Hermes and the wider market reveal.
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