Your agent deletes a test, leaks a secret, rewrites a file it should have patched. You catch it, you fix it, you lose the time. Multiply that.
Rough estimate: hours × 52 weeks × rate. Break-even shows the monthly debugging time the kit must save to cover its price. Your numbers stay in your browser; nothing is sent anywhere.