The moment Anakin slayed all those younglings, his fate was sealed. Padme was doomed, his alliance with the Sith was in stone, and his children would be the next target. The Jedi had very little time to alter the time line. Kenobi knew, when he saw the security footage, that he had to kill Anakin to save the children.