Considering that you can get both black and white (borders), I would say that the problem is your exposure. As a first timer, you just have to find the right filter pack and exposure. The first picture is almost there. So, how did you try to correct the cast is the question! I would add a 10 or 20 Red filter to the pack and change nothing else if I were doing it.
As for the developer, it should change color after use, and the color should get deeper as you use it more. The paper has a dye in it that goes into the developer, unless you use a prewet.
PE