[Maxion]

> Personally, I've found even the latest batch of agents fairly poor at embedded systems

I mean even simple crud web apps where the data models are more complex, and where the same data has multiple structures, the LLMs get confused after the second data transformation (at the most).

E.g. You take in data with field created_at, store it as created_on, and send it out to another system as last_modified.