DOCUMENTATION

Everything you need to understand Ori

Technical writing, essays, and architecture documentation.

INTRODUCING

Recursive Memory Harness

Applying recursive architecture to persistent AI memory. Based on MIT CSAIL's Recursive Language Models. Retrieval quality compounds, matching cloud-dependent systems with zero infrastructure.

Aayo Awoyemi · 3/20/26 · Architecture

INTRODUCING

C.O.R.E: A Programmatic Cognitive Harness for LLMs

Agents should not reason through bash. CORE transforms the codebase into a knowledge graph and exposes it as a Python REPL the agent can natively traverse. Recursion applied to inference.

Aayo Awoyemi · 4/8/26 · Cognitive Architecture

ESSAY

Memory is Sovereignty

The missing layer for the next evolution of AI. Why hosting your agent's memory on someone else's cloud is not ownership — and why it matters.

Aayo Awoyemi · Philosophy · Context Efficiency

ESSAY

The Future of AI Memory

AI memory is being solved as a storage problem when it should be solved as a cognition problem. Markdown files as neurons, graphs over queues, and why forgetting matters.

Aayo Awoyemi · Vision · Cognition Architecture