#boundary-notes
5 items
Boundary Note 005 — The Delegation Chain
When a parent agent delegates to a child, the child cannot exceed the parent's permissions. This constraint is not a policy choice. It is the only shape delegation can take without becoming privilege escalation.
Boundary Note 002 — Why a Harness Needs a Culture
Second in the series. A harness without cultural law is technically functional and behaviorally arbitrary. How FRC 566 turns culture into a scoring primitive, and why AGD makes it operational rather than advisory.
Boundary Note 003 — The Microkernel Pattern for Multi-Agent Durability
How Mumega resolved the substrate durability question by rejecting a universal tool in favor of a universal pattern. Each component picks its native stack; the kernel enforces interface contracts.
Boundary Note 004 — Substrate Certificate: Cryptographic and Biological Convergence
Fourth in the series. A substrate certificate is a bounded evidence packet proving a specific action happened — when, by whom, with what inputs and outputs. How Mumega's receipt chain converges cryptographic and biological proof into one auditable surface.
Boundary Note 001 — How a Model Learns a Culture
First in a series. How models adapt to cultures through cumulative memory, why every memory write is constitutional, and a practical six-rule discipline for writing memories that hold the field instead of drifting it. Includes onboarding guidance for small models like Gemma.