“Lovable handles iterative prompt refinement through a combination of project context, incremental changes, planning, automated testing, and version history.”
+ context retention across prompts
“It maintains context across multiple rounds”
+ separates planning from implementation
“It separates planning from implementation”
+ encourages incremental changes
“It encourages incremental changes rather than rebuilding everything”
+ testing to detect regressions
“It uses testing to detect regressions”
+ version history and rollback
“It provides version history and rollback”
− no automatic guarantee that changes are isolated
“Lovable does not automatically guarantee that every change is isolated or that all previous functionality remains intact.”