Just sharing my own funny mistake during the auto inverse kinematics part.
Firstly i found that my armature movement still have constraint, opposite to what happened in the tutorial video.
Then, I went for an hour try to fix the bone constraints and the Lock IK parts.
Only after that, I remembered that I forgot to tick the Auto IK option inside the pose options.
Silly me.