RLM: Recursive Language Models for Large Codebases - Shashi, Superagentic AI

RLM: Recursive Language Models for Large Codebases - Shashi, Superagentic AI

Large codebases break coding agents: they lose the architecture and drown in tool output as context grows. This talk introduces Recursive Language Models (RLM) from a MIT paper a pattern that loads the repo into a programmable REPL where the model writes code to inspect it and recursively delegates focused sub-questions via llm_query. With a live demo on RLM Code (independent, unofficial), you'll see the loop run end to end on local and cloud models, with a fully inspectable trajectory. Speakers: - Shashi (Superagentic AI): Building tools and frameworks for AI Agents X/Twitter: https://x.com/Shashikant86 LinkedIn: https://www.linkedin.com/in/shashikantjagtap/ GitHub: https://github.com/Shashikant86