DriftOS

DriftOS is a memory infrastructure that routes multi-topic conversations into semantic threads, reducing LLM token costs by up to 70% by providing only relevant context instead of full history. It targets developers and engineering teams building AI assistants, agent orchestration systems, messaging apps, and enterprise AI applications. The product is delivered as an API with an open-source core, offering local NLP processing, low-latency routing, and a full audit trail for compliance.

Key features

• Semantic drift detection via embedding similarity
• Implicit anaphora detection
• OOV compound reference detection
• Local processing with spaCy and transformers.js
• Routing decisions under 100ms latency
• Configurable thresholds with hysteresis
• Refractory periods prevent oscillation
• Build optimal context by walking graph
• Tail routes for cross-branch context
• Full audit trail with reasons and scores
• Compliance-ready logging