LLM Architecture

Discover the architectural secrets behind Tolan, the revolutionary voice-first AI companion powered by GPT-5.1, featuring real-time context reconstruction and sub-200ms latency via n1n.ai.

A deep dive into the Model Context Protocol (MCP), explaining how Large Language Models discover and execute external tools through a standardized architecture.

Moving beyond simple LLM calls to a deterministic 'Context as a Service' (CaaS) architecture for enterprise-level AI agents, focusing on safety, wisdom curation, and polymorphic output.