Blog
Notes on building data infrastructure for the AI era.
Programmable memory for AI agents: why fixed vector APIs fall short
Most agent memory is a fixed similarity-search call. Real tasks need custom retrieval logic — which is why Liath lets agents write sandboxed Lua to query their own memory.
Introducing incredlabs: the data layer for AI-native software
Why we're building Rust-native databases and agent memory for the AI era — and what ORMDB and Liath are for.