user-owned context as infrastructure for the next generation of agentic systems.
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
- AI systems need scoped access to context, not persistent ownership of identity.
- provenance, revocation & portability are baseline requirements for trustworthy personalization.
- the future of AI is hybrid. local, cloud & agent systems will coordinate through portable context layers.
03current work
live / in build
Ouroboros · the user-owned context layer. portable memory, scoped delegation, provenance & revocability across every model & agent you use.
04work
/ 01
Ouroboros
portable user-owned context · scoped delegation, provenance, revocability & agent-aware routing
visit ouro.chat →
/ 02
proof of work
xAI, ProntoAI, pollen mobile, Hotspotty, Helium
view track record →
/ 03
signal editorial
public notes on AI infrastructure, robotics, privacy, agents & technological sovereignty
read field notes →
/ 04 · open source
AAA protocol
agent-aware architecture · open starter for building agent-native, context-routed applications
view on github ↗