Scope Creep

You might say

I asked for one button change and AI touched five files. Is that normal?

Continuously adding unplanned requirements during a project, making it unfinished or repeatedly lateDuring development, continuously tacking on unplanned requests without evaluation causes deliverable size to balloon and deadlines to slip. In AI pair programming, scope creep often surfaces when asking for a button color change and the agent refactors several unrelated files; control it by specifying strict boundaries and pruning out-of-scope edits.

Know first

MVP

Scope Creep

In one change, what belongs to the agreed scope

You only asked forMake the login button brand blue

Change the login button colorIn scope

Change the card shadowUntouched

Change the title font sizeUntouched

One change at a time: clear scope, and acceptance only checks the button color.

How scope creep drags a project down

Delivery keeps growing: Each while we're at it accumulates far beyond the plan; launch dates slip repeatedly.

Acceptance loses focus: With unplanned edits mixed in, it becomes unclear what this change should be accepted on, and problems are hard to locate.

More common with AI: Asking AI to change one thing may touch several; state the scope in each instruction and check what actually changed afterward.

Quick checkChoose the best answer

You ask AI to change a button color, and it also changes the card shadow and the page title size. What should happen?

Revert the out-of-scope changes first, then re-issue the color-only instructionKeep all the changes since the page looks more consistent nowRevert every change and start over

You can say this to an AI Agent

Change only the login button's color; do not touch any other file. Afterward, list the files and lines you actually changed; if something elsewhere must change, tell me why first and wait for my confirmation.

Learn next

1MVP→2Product Backlog→3Technical Debt→

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Web fine-tuning tool · Selector Pro

Select page elements for precise AI edits

Click a button, text, or card, note the change, then copy its exact location to AI.

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