Foil tape failure in HVAC unit
On the plus side, the people who did your ductwork made an attempt to seal it! On the minus side, they used tape instead of mastic. Tape can come off, as you've discovered. If you really want to do an A+ job, seal those joints with a generous application of mastic. It's basically a sort of putty-like substance intended for duct sealing.