In practice it feels closest to the “agentic editor” workflow you get with Cline/Roo: plan → make file edits → run/iterate.
Where Kilo Code stands out for me is day-to-day ergonomics: it feels lighter-weight, faster to get started, and the UX stays out of the way during quick iterations. Roo/Cline still tend to win if you want maximum configurability and more knobs for edge cases.
Net: Kilo Code is great for consistent, repeatable “edit + test + iterate” loops; I’d reach for the others when I need deeper customization.