llm-calls

The article explains how to use Temporal or Restate in agent-sdk-go to build durable AI agent loops in Go that survive process crashes by replaying steps and avoiding re-execution of LLM calls, demonstrated with an agent-chat application.

Describes a technique to reduce LLM costs in browser agent tasks by using a single planning call followed by deterministic execution, achieving 50x cost reduction compared to standard agent loops.