Is your argument that the US constitution states that criminals must be caught in the act by a police officer?
I don’t see the constitutional link anywhere in your statement.
edit, there is not legal standard for “reasonable doubt” but rather a “burden of proof” which requires the prosecution to prove that the particular person committed the crime.