sierra catalina
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user-owned context as infrastructure for the next generation of agentic systems.

about

sierra catalina builds privacy-first systems for user-owned intelligence, portable context & cooperative automation.

01thesis

the missing layer in modern AI is portable, user-owned context. memory, permissions & identity should travel with the person across models, agents & applications. context is becoming infrastructure. it should belong to the user, not the platform.

02operating principles
  1. AI systems need scoped access to context, not persistent ownership of identity.
  2. provenance, revocation & portability are baseline requirements for trustworthy personalization.
  3. the future of AI is hybrid.local, cloud & agent systems will coordinate through portable context layers.
03current work
live / in build
Ouroboros · a model-agnostic AI workspace for switching models, organizing work & carrying memory and preferences across projects. its customizable interface is designed for intelligent routing & is being built on the context layer protocol.
04work