I read "Turning the database inside out" by Martin Kleppman. I've also been thinking about better ways of providing concise context for LLMs. Both have to do with stream processing. Especially struck by the Kleppman description of state made up of derived data from an append-only log of immutable facts. Which I think is also how people are starting to do memory for agents. read on scrawl