Check your tension - maybe the frequent sewing caused the knob to wander slightly which would cause it to not pick up correctly.
That's the first sign of trouble on my machine (a vintage Singer). Otherwise, I think it might be a needle problem (I've had that issue as well) - where the needle twists slightly in the "holder", causing it to stitch incorrectly.