CommitWeb
When an AI plan succeeds across three services but fails on the fourth, CommitWeb keeps what worked, finds a safe replacement, and asks for your approval-without starting over.
Core trick
Checkpoints each service step's result so a failed step is swapped for an alternate tool while completed steps are kept.