Users of most AI coding products are still stuck in the vibe-coding loop:
Prompt → Test → Debug → Adjust → Fix Errors → Repeat
Bubble Code users take a different path.
State the product goal.
If the result needs improvement, submit a Bubble Up.
Then Bubble Engine takes over: testing, evaluating, and optimizing the SOP behind the scenes — turning one hard task into a reusable execution path.
Not endless vibe coding.
Better SOPs, upgraded by the Bubble Engine.