Memory as infrastructure
Memory should be versioned, measured, compressed, and queried through explicit retrieval contracts.
Memory Architectures
Memory layers for AI systems: semantic recall, episodic traces, compression, persistence, and retrieval evaluation.
memory architecture diagram
Evaluation
Recall quality needs stable test sets, not anecdotal prompts. The same applies to compression and summarization.
Memory Layer
Episodic memory, semantic retrieval, compression, and replayable context for agents that need continuity.
memory architecture diagram
Retrieval Infrastructure
Embedding pipelines, hybrid search, metadata filters, reranking, and stable eval sets for RAG systems.
retrieval architecture diagram
Related projects
Shipped systems where this concept runs in production.