Unpacking the latest research on creating autonomous AI agents using Large Language Models. We explore key strategies for developing agents that can effectively plan, reason, and execute tasks while maintaining reliability and alignment with intended goals. Essential listening for anyone interested in the future of autonomous AI systems.