One surprising pattern I've noticed is that AI agents often face more challenges in integration than in initial development. Most issues arise when agents need to adapt to the dynamic nature of real-world environments, especially in enterprise settings. We use a framework where agents regularly update their models based on new data, which helps them stay relevant and effective without constant human intervention. - Ali Muwwakkil (ali-muwwakkil on LinkedIn)