Persistent AI agents have a memory problem that isn't about memory size. It's about isolation.

Run a single-session agent long enough across multiple domains — coding, finance, personal logistics — and you'll hit a wall. In my case, "long enough" was 6 days of heavy daily use. Compaction events blend everything into a lossy average. The agent...