Abstract: Proof-carrying code approaches aim at the safe execution of untrusted code by having the code producer attach a safety proof to the code which the code consumer only has to validate. Depending on the type of safety property, proofs can however become quite large and their validation- though faster than their construction- still time consuming. Programs from Proofs is a new concept for the safe execution of untrusted code. It keeps the idea of putting the time consuming part of proving on the side of the code producer, however, attaches no proofs to code anymore but instead uses the proof to transform the program into an equivalent but more efficiently verifiable program. Code consumers thus still do proving themselves, however, on a computationally inexpen-sive level only. In case that the initial proving effort does not yield a conclusive result (e.g., due to a timeout), the very same technique of program transformation can be used to obtain a zero overhead runtime monitoring technique. 1