FAPO: Fully Autonomous Prompt Optimization Across Multi-Step LLM Pipelines
Hugging Face Daily Papers·low signal
FAPO (Fully Autonomous Prompt Optimization), featured on Hugging Face Daily Papers June 19, automates prompt optimization across multi-step LLM pipelines without a human in the loop. For anyone hand-tuning prompts across a multi-agent pipeline, automated prompt search can replace brittle manual iteration as the number of stages grows. A timely pattern for self-improving systems that want to optimize their own prompts run-over-run.