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Agent architecture

2 posts

A memory stream, a four-level hierarchy, a knowledge graph, and a reflection loop connect to the same eight-module context-engine backbone.

Everyone Is Building the Same Context Engine

Most agent products quietly rebuild the same backend: collect evidence, maintain state, retrieve what matters, assemble context, and learn from outcomes. We open-sourced that layer as Memseek.

Context engineeringAgent architectureOpen source Read →

The Agent Loop Has Always Been There

Why verifiability, world models, and memory matter—and why agents need a context engine around the model

Agent architectureContext engineeringVerifiability Read →