I build automation systems, and I start with a fixed workflow when the path is known. I do not start with an agent just because it sounds modern. If the same input should lead to the same steps most of the time, I use a workflow. I map the steps, define the order, and set the checks. This makes the system easier to test. It also makes mistakes easier to find. If I can draw the path... https://mooreiq.ai/blog/ai-agents-explained