In liquid measuring cup (at least 2 cup) or medium bowl, whisk together mustard, lemon juice, vinegar, brown sugar, garlic, basil, thyme, salt and pepper until smooth.
Alternatively, blend ingredients with stick blender until smooth.
Whisking constantly (or using stick blender) slowly pour oil in a slow, steady stream, until mixture emulsifies.