Fixing a complex undertaking calls for several interactions with LLMs, where feed-back and responses from the opposite resources are given as enter towards the LLM for another rounds. This form of making use of LLMs in the loop is prevalent in autonomous agents.AlphaCode [132] A set of large language models, starting from 300M to 41B parameters, c