Instruction: Outline a detailed strategy for assessing the causal impact of a new software release on system performance, considering potential confounders.
Context: This question assesses the candidate's ability to design a causal inference study in a tech environment. Candidates should discuss methods to isolate the effect of the software release from other variables that may affect system performance, such as hardware changes or simultaneous software updates.