Given the note I wrote yesterday about the need to be “programmatically” lazy, I’m rewriting my Youtube reviewer system. I’m building it initially without agents, and I’ll only add an agentic layer in areas that are more unstructured. I’m not yet sure what areas will have this need, but once I have a deterministic version of the system working, I’ll then consider AI agents.
My hope is that this system will be cheaper to run and that it will output higher quality results. You can see a previous version of the system here.