Knowledge Graphs + Multi-Agents for Large Codebases

At Riverty, we’re changing that. We’ve parsed ~300 of our 1,500 repositories into a knowledge graph that gives LLMs the context they need to actually understand our systems. On top of it, we’re building smart agents that use this graph to: Trace dependencies across services Answer architecture questions in seconds Accelerate safe, reliable change The result? LLMs that are faster, cheaper, and smarter — because they finally know the context.