Butter 2 quart casserole dish. Set aside.: The warm scent of butter softened across the dish tells you it is properly greased, preventing sticking and encouraging even browning around the edges. Use full coverage on the base and sides so the finished casserole slips out easily if you want to serve it on a platter. A common mistake is skimping on the greasing which can make edges cling, making serving messy. If your butter is too cold it will not coat smoothly, so soften it slightly before spreading.
Peel and dice sweet potatoes. Cook in a pot with water until soft.: As the sweet potatoes simmer, the kitchen fills with an earthy, sweet aroma and the water will steam gently. Cook until a fork slides through the cubes without resistance, which ensures they mash creamy rather than grainy. Overcooking can make them waterlogged, which waters down flavor; undercooking leads to lumps. To avoid either, keep a steady simmer and check in at ten minute intervals.
Preheat oven to 350 degrees F.: The dry, warm air inside a properly heated oven guarantees the topping crisps while the filling sets. You should hear no popping or dramatic sounds, just a faint hum and eventual steady heat. Placing a rack in the center ensures even browning of the praline and gentle toasting of the mini marshmallows later. A common slip is not preheating, which lengthens bake time and can lead to uneven texture.
Once potatoes are cooked, drain and mash. Add butter and mix until melted.: Draining well removes excess water, and when you mash the sweet potatoes you should notice a smooth, slightly glossy texture as the starches release. Stir in the warm butter until it melts into the mash, creating a richer mouthfeel and carrying flavors evenly. If you skip draining or mash while still wet, the filling can become soupy. Use a potato masher or ricer for the desired consistency; a ricer yields the silkiest result.
In a small mixing bowl, whisk together eggs, brown sugar, vanilla and salt. Add to mashed sweet potatoes and mix well. Spread potato mixture in prepared casserole dish. Set aside.: Whisking by hand blends the eggs with brown sugar and vanilla into a smooth, fragrant custard that permeates the mashed potatoes . The mixture should smell slightly sweet with warm vanilla top notes, and when folded into the mash it should feel cohesive and slightly glossy. Spread it evenly in the dish so it bakes uniformly; thin spots will dry out. A common error is under-mixing, leaving streaks of egg; whisk until the sugar mostly dissolves for the best texture.
In another mixing bowl, mix together sugar, flour, salt and nuts. Add melted butter and stir with a fork, until it forms crumbly dough.: As you stir the brown sugar , all purpose flour , salt, and chopped walnuts or pecans with melted butter , you will notice the mixture breaking into small clusters that glisten slightly from the fat. The nutty aroma grows as the butter coats the sugar, and the crumb should hold together loosely when pressed between fingers. If it is too dry add a touch more melted butter , if too wet sprinkle a pinch more flour. Overmixing will create a paste, so stop when crumbs form.
Sprinkle dough in desired pattern over the mashed potatoes.: The act of scattering the praline crumbs releases a sweet, toasty scent and creates immediate contrast against the smooth orange of the mashed potatoes . Aim for even coverage so every serving gets some crunch, and press down lightly in places to anchor the crumbs. If you heap the topping it can insulate the filling and slow baking, so keep it fairly uniform. Avoid disturbing the filling surface so the topping stays atop and toasts properly.
Bake casserole for 25 minutes. Add mini marshmallows. Place dish back in the oven and bake until the marshmallows are toasted, about 3 to 5 minutes.: During the initial bake you will notice edges bubbling faintly and the praline beginning to color, emitting a warm, caramel aroma. After adding the mini marshmallows , they will puff and then brown quickly; watch closely so they turn golden rather than black. The marshmallows should be soft and lightly toasted, with a slightly blistered surface. A common mistake is leaving them in too long; remove as soon as they reach a deep gold for best texture. If your oven runs hot, lower the rack to prevent burning.
Cool before serving.: As the casserole cools, the filling firms slightly and the flavors knit together, producing a more cohesive mouthfeel and easier slices. You will lose some of the steam, revealing the final aroma of toasted nuts and vanilla. Serving too hot can make the filling runny, and plating may be messy. Allow at least ten minutes to let everything settle so the texture is ideal for serving.