Runtime Layer
Rust + Axum + Tokio powers concurrent connections and isolates WebSocket task failures from core messaging operations.
Architecture
Engineered for high-trust internal collaboration.
The stack prioritizes local reliability: concurrent WebSocket handling, persistent event flow, and AI orchestration that never blocks base communication.
Data Layer
SurrealDB (embedded RocksDB) stores user, channel, and message data with support for semantic vectors and full-text retrieval.
AI Layer
Ollama-backed inference with semaphore-protected queueing keeps local model execution stable across multiple agents.
Delivery Layer
Single-binary distribution embeds frontend assets, simplifying internal rollout for desktop and browser clients.