Cognitive memory engine for AI agents. Sub-millisecond recall using Sparse Distributed Representations (SDR) instead of embeddings — no LLM calls, no cloud, no external dependencies. Pure Rust co...
Perseus Vault is a single ~8MB Rust binary that gives AI agents durable, portable memory across sessions with no Docker, no Postgres, and no cloud. It is MCP-native (55 tools), local-first, and ful...
Neuroscience-inspired memory system for AI agents. Unlike passive vector stores, MemForge treats memory quality as something that should actively improve over time. It runs a 10-phase 'sleep cycle'...
Agent Memory Intelligence Benchmark. Existing benchmarks reward flashy retrieval metrics (Recall@k) that don't correlate with downstream task quality. Engram measures what actually matters: does th...
Oleksandr Tepliuk
Perseus Computing LLC