Spray a 9×13 baking dish with cooking spray. Slice french bread into bite-sized cubes. Place in the bottom of the pan.: When you press the oiled pan surface with your finger it should feel slick, not sticky, which helps the casserole release after baking. As you slice the bread , you should hear a firm, slightly crisp sound if the loaf is day old, and the cubes will hold their shape when layered. Visually ensure the pieces are similar size so they absorb custard evenly. A common mistake is leaving very large chunks, which can stay under soaked in the center. If you notice any very soft pieces, give them a light toast first to firm them up.
Whisk eggs, milk, vanilla, granulated sugar, and cinnamon until blended. Pour over bread pieces in pan. Cover with plastic wrap and refrigerate for at least 6 hours or overnight.: As you whisk the mixture, smell the warming scent of cinnamon and sweet vanilla rising, and the custard should look smooth and glossy. When you pour it over the bread , watch the liquid sink between cubes, and gently press a few pieces to help them absorb. The refrigeration time lets the custard fully penetrate the cubes so the interior becomes creamy. If you rush to bake it right away, the center can remain dry. Avoid overfilling the pan with liquid, which leads to a soggy result.
Preheat oven to 350°F.: You should feel a warm draft as the oven comes up to temperature, and the oven thermometer, if you have one, should read 350°F to ensure accurate baking. A stable oven temperature produces even browning on the crumble and helps the custard set without cracking. Preheating too briefly can mean longer bake times and uneven texture. If your oven runs hot, lower the temperature slightly to prevent the top from darkening too quickly.
Remove french toast from the refrigerator. Evenly spread pie filling over the top.: As you take the pan from the fridge, you might notice a faint chill and the custard slightly settled around the cubes. Spoon the apple pie filling in neat dollops and smooth them into an even layer; the glossy apple syrup will glisten in the light. Distribute the filling to avoid clumps that can weigh down one area. A common issue is piling too much filling in one spot, which can make that section overly moist, so spread it carefully for balance.
With a hand or a stand mixer, combine butter, flour, brown sugar, and oats until a crumble forms. It’ll take awhile, especially with a hand mixer. Sprinkle evenly over the top of the casserole.: As you mix the crumble, listen for the change from separate ingredients to cohesive clumps, and inhale the buttery, toasted sugar scent. The texture should be coarse and pebble like, not pastey. When you scatter it, the pieces should sit atop the apple pie filling , creating a blanket that browns attractively. If your butter is too warm, the crumble will clump into a greasy paste, so chill briefly if needed. Avoid overmixing, which can compress the oats and make the topping dense rather than crisp.
Bake for 33-38 minutes until slightly golden and baked through. Serve warm with powdered sugar, syrup and/or whipped cream.: As the casserole bakes you will notice steam rising and a sweet, spiced aroma filling the kitchen, signaling the custard is setting and the crumble is browning. The edges should puff slightly and the topping become a warm, golden brown; a toothpick inserted into the center should come out mostly clean with a few moist crumbs. If the top is browning too quickly while the center seems undercooked, tent with foil to prevent overbrowning. Overbaking will dry the custard out, while underbaking leaves a runny interior, so aim for a gentle jiggle in the center when you remove it from the oven.