Tracking outgoing transactions / malleability attack

[DougPeters]

What is the best way (in terms of security and/or resources) to track my outgoing transactions through the RPC API?

I would like to be able to track them down using their tx id and also to have a fallback mechanism for when my outgoing transaction's id changes as a result of a malleability attack.