In a large pot or dutch oven, coat the bottom of the pot with sesame oil over medium heat. Add in chicken. Season with salt and pepper and brown the chicken for 2-3 minutes on each side.
Add in garlic, honey, sriracha, and brown sugar and stir to combine until the brown sugar has melted.