✎ Write
Writing, in the open

Notes on portable memory.

Why AI memory should be a portable, inspectable, signed file you own — not a vendor's database. Early notes on the format and the research behind it.

StandardJul 4, 20266 min
Why we wrote an open format for AI memory
Portable memory needs a file, not an API — so we specified one and put it under an MIT license.
AnYejun · written in the open
EngineeringJul 3, 20265 min
The trust layer: a pack you can read and verify offline
A zero-dependency reference reader and an Ed25519 seal, so anyone can inspect a pack and prove it wasn't tampered with — no network, no model.
AnYejun · written in the open
EngineeringJul 3, 20266 min
recall_why: carrying provenance through a causal walk
How the LAPLAS engine walks the six causal roles to answer not just what it knows, but why.
AnYejun · written in the open
ResearchJul 2, 20268 min
Write-time structured memory: the thesis, and the caveat
Structure the memory when it's written, not when it's queried — a preprint draft, with its limitations stated plainly.
AnYejun · written in the open
Early & honest: these summarize work that is public and evolving — a v3-draft spec and an unposted preprint, written by one founder. No adopters yet; each post links the real code or paper so you can check it yourself.