I start by beating the softened cream cheese and sour cream together until completely smooth, because any lumps here will show up in every bite later. Then I stir in the lemon juice, minced garlic, and a pinch of salt and pepper. I taste it at this point and adjust, since the right balance makes or breaks the whole plate.
Next I fold in the shredded cheddar, smoked paprika, and most of the chopped chives, saving a small handful for garnish. I mix gently so the cheese stays a little chunky instead of disappearing completely into the dip. This is where the dip actually gets its personality.
I pop the dip into the fridge for about ten minutes while I prep everything else. It firms up slightly and the flavors blend together properly in that short rest. If you're really short on time, you can skip this, but I find it genuinely makes a difference.
I spread the assorted crackers across one side of the board in slightly overlapping rows. I like grouping different shapes and colors together instead of mixing them randomly, since it makes the whole board look more intentional and considered.
I tuck the cherry tomatoes, grapes, folded salami, and olives into the empty spaces around the crackers. I try to keep colors spread out rather than clustered, so every section of the board has something bright to look at.
Finally, I spoon the chilled dip into a small bowl, set it in the center of the board, and scatter the reserved chives and fresh herbs over the top. I serve it immediately while the dip is still cool and the crackers are at their crunchiest.