01 - Preheat the oven to 325°F.
02 - Pat the short ribs dry with paper towels and season generously with salt and black pepper.
03 - Heat olive oil in a large Dutch oven over medium-high heat. Sear the short ribs on all sides until well browned, approximately 3–4 minutes per side. Remove from pot and set aside.
04 - In the same pot, add onion, carrots, and celery. Sauté for 5 minutes until softened. Stir in garlic and cook for 1 more minute until fragrant.
05 - Add tomato paste, stirring constantly for 1–2 minutes to deepen flavor. Deglaze the pot with bourbon, scraping any browned bits from the bottom. Cook for 2 minutes until slightly reduced.
06 - Stir in maple syrup, soy sauce, Dijon mustard, apple cider vinegar, smoked paprika, and beef stock. Bring the mixture to a gentle simmer.
07 - Return the short ribs to the pot, nestling them into the sauce and vegetables, ensuring they are partially submerged.
08 - Cover the Dutch oven tightly and transfer to the preheated oven. Braise for 2.5–3 hours or until the meat is fork-tender and pulling away from the bone.
09 - Remove the lid for the final 30 minutes of cooking to allow the glaze to thicken and caramelize on top of the ribs.
10 - Remove the ribs from the pot and set aside, covered to keep warm. Skim excess fat from the sauce and simmer on the stovetop over medium heat until thickened to desired consistency.
11 - Arrange ribs on serving plates and drizzle generously with the reduced maple-bourbon glaze. Garnish with fresh herbs if desired.