dream-cycle

DreamGraph is a graph-governed conceptual development environment (CDE) that turns plans, architecture decisions, and project knowledge into auditable execution through a persistent cognitive graph.

Public, reproducible benchmarks for Agent Brain on LongMemEval-M. 71.7% accuracy (Test 0). Companion code to https://doi.org/10.5281/zenodo.19673132 (Concept DOI → latest version, currently v3).

Lightweight, domain-agnostic Agent Brain Core — the memory layer for AI agents. Features: entity graph, dream cycle, merge audit, full-text search, web UI.

Sovereign AI agent. Local. Proactive. Self-improving. ~$0.15/day.

A Markdown + JSON memory framework with dream-cycle consolidation for AI agents. No RAG, no vector DB — just files.

A persistent local AI agent with tamper-evident memory, dream cycles, and consent negotiation