Technical documentation

promptfluid substrate is a cognitive orchestration substrate that provides memory, routing, learning cycles, defense intelligence, observability, and multi-model execution for AI systems. It is model-agnostic, provider-agnostic, and deployable on commodity cloud infrastructure. The substrate exposes its capabilities through a unified API layer and Supabase edge functions, enabling persistent memory, autonomous reflection/dream cycles, multi-provider model routing, security enforcement, and cognitive interoperability.

This release includes the core substrate specification, Dream Protocol, Security Model, Nexus Routing, Brain APIs, Defense Layer, contribution and licensing guidelines, and academic citation formats. promptfluid is designed to support research, enterprise integrations, and autonomous software systems built on heterogeneous AI models.

https://promptfluid.com