At Superset, we work with many companies to help automate their software development lifecycle. Most agree that using more coding agents is good but results don't scale with usage. This results in a lot of waste: bad code gets written, huge PRs sit idle and never get merged. More money spent but productivity doesn't increase.

We propose a framework to identify where to correctly apply and tune your agent usage using the Lean Manufacturing methods.