Using Shadow Clones to Test Changes

Shadow clones let you try a change in parallel without risking live work. Think of it as a rehearsal for a new agent setup.

Step 1: Pick one change only

Examples are a new model choice, a new prompt, or a new routing rule. One variable makes results easy to read.

Step 2: Create a shadow clone

Follow the clone flow in the product. Name the clone so you remember the test purpose.

Step 3: Run the same questions

Ask the live agent and the clone the same five questions. Compare answers side by side.

Step 4: Score usefulness

Mark answers that are clearer, safer, or faster. Numbers beat gut feel over time.

Step 5: Promote or discard

Promote the winner. Discard the loser without guilt. Learning is a win.

What happens next

You gain confidence before changes touch customers or cash.