I also had that problem. I was using a clear foot with a wide space between the "toes". There wasn't enough foot meeting the dog. I changed to a narrower metal foot with more contact and that helped a lot. Also, I found if I press my finger down on the fabric beside the foot during that last inch, it will stay in place. Just stay focused with your finger that close to the needle.