I start by whisking together the flour, salt, and smoked paprika in a large mixing bowl. This makes sure the seasoning is spread evenly through the dough instead of landing in clumps. It only takes a minute, but it sets the foundation for every bite tasting consistent.
Next, I add the cold, cubed butter to the flour mixture and use a pastry cutter to work it in until the mixture looks like coarse crumbs. You want pea-sized bits of butter still visible, not a smooth paste. This is what creates those flaky little pockets once the crackers bake.
Now I fold in the shredded cheddar and chopped pickled jalapeños, tossing everything together with my hands so the cheese coats every crumb. This step is where the real flavor of a jalapeño cheddar crackers recipe comes alive, so I don't rush it.
I pour in the milk a little at a time, mixing gently until the dough just comes together into a shaggy ball. I try not to overwork it here, since too much handling makes the crackers tough instead of crisp and short.
I shape the dough into a flat disc, wrap it in plastic, and pop it in the fridge for at least an hour. Chilling firms up the butter again, which is what gives these jalapeño saltine crackers style bites their signature crunch once baked.
Once chilled, I roll the dough out on a floured surface to about an eighth of an inch thick. Using a pizza cutter, I slice it into two-inch squares, then transfer each one to a parchment-lined baking sheet, leaving a little space between them.
I poke the center of each cracker with a fork so steam can escape while baking. Then I brush the tops lightly with olive oil and sprinkle on the flaky sea salt. This final touch gives the crackers that irresistible glossy, salty top.
I bake the crackers at 375°F for 18 to 22 minutes, rotating the pan halfway through. I pull them out once the edges turn a deep golden brown, since that's when the flavor and crunch are at their peak.