AgentOpt v0.1 Technical Report: Client-Side Optimization for LLM-Based Agent

Build a client-side library that handles local agent-state optimization, specifically for speculative execution of tool-use chains. This would reduce latency for local LLM agents by pre-caching tool outputs based on execution probabilities.

Suggested repo: agentopt

"Stop waiting for the server: Speculative execution for your local LLM agents."

Estimated effort: 40h