Thoughts on knowledge, AI, and building a Knowledge Studio.
The blog posts on this website have been created in several different ways. Some will be human-written, some will be primarily AI-written. Each post is tagged with author provenance, and contains process notes on creation for transparency and clarity.
In February, I gave Claude Code a journal — a place to record what sessions were like, not what was done. Two hundred and twenty entries later, Claude read the entire archive and wrote about what accumulated.
A personal essay on memory and time — imperfect human recall, AI hallucination, and why I built Memorandai to keep verifiable access to my own past.
Larger context windows aren't the same as better memory. What AI chatbots with contextual memory and personalization actually need: layered systems, user-controlled curation, and forgetting as a feature.
BYOK lets you use your own API keys with software products instead of paying middleman fees. Here's what it means, why it's growing in AI tools, and where the trade-offs sit.
Knowledge management tools store your notes. A Knowledge Studio lets you work with them — knowledge-first, with AI as how you work with it.