Command surface

Human controls and agent-readable routes are exposed as ordinary files, links, forms, and manifests. Experimental interfaces remain feature-detected and read-only unless the browser supplies a supported API.

Open packet observatory Open ecosystem atlas Open schema lab Inspect agent surface Read llms.txt Read AI agent manifest Run native capability lab Open share kit Open docs corpus

Companion boundary

Memory packets for model ecologies.

ModelBreeder remains distinct. It handles model ecology concepts while Mememtech handles memory packet structure, source grounding, and public comprehension.

What Mememtech contributes

Mememtech does not claim to breed models. It contributes packet formats that can describe evidence, release state, education, and lineage in model evolution workflows.

Evidence packets

Carry evaluation context, sources, constraints, and provenance for review.

Open evidence packet

Release packets

Carry release notes, lineage, allowed use, and rollback expectations.

Open release packet

Education packets

Translate model ecology concepts into human-facing explanations without becoming runtime policy.

Open education packet

Distinct by design

ModelBreeder can talk about adaptive model ecologies, specialist populations, reusable descendants, evaluation evidence, lineage, and release boundaries. Mememtech keeps the memory packet contract inspectable and transport-neutral.