Ambiance: An Event-Driven Unix Harness for LLM Agents
Ambiance is a Unix-inspired LLM harness that uses a virtual file system and an event-driven kernel to create a transparent, efficient environment for autonomous agents.
Techniques for creating abstracted filesystem layers that intercept OS-level commands and map them to alternative backends such as databases or network services, without requiring real disk or container infrastructure.
Ambiance is a Unix-inspired LLM harness that uses a virtual file system and an event-driven kernel to create a transparent, efficient environment for autonomous agents.

ChromaFs is a virtual filesystem that maps UNIX commands to vector database queries to provide fast, low-cost documentation exploration for AI agents.