Change Management

Shadow Mode

Deploy the new graph alongside the old one. Send the user's input to both. Reply to user with Old Graph. Log New Graph's response silently.

After 1 week, analyze: "Did New Graph crash? Did it give better answers?" Only then, switch the traffic.