Preheat your oven to 300 degrees F and line a baking sheet with parchment paper or a silicone baking mat.
In a large bowl, toss the sourdough bread cubes with the melted butter and vanilla extract until evenly coated.
Spread the bread cubes in a single layer on the prepared baking sheet and bake for 15 to 20 minutes, tossing halfway through, until completely crispy and dried out all the way through. Break one open to confirm there is zero softness in the center before pulling them from the oven. Remove from the oven and let cool slightly.
In a medium microwave safe bowl, combine the chocolate chips, peanut butter, and butter. Microwave on high for 1 minute, then stir. Continue microwaving in 30 second intervals, stirring between each, until completely smooth and melted. Stir in the vanilla extract and pinch of salt.
While the bread cubes and chocolate slightly cool, prepare your four colored powdered sugar bags. Add approximately 50 grams (1/2 cup) of powdered sugar to each of four gallon size zip lock bags. Add the matcha powder to the first bag, the blue spirulina powder to the second bag, and the red rice powder to the third bag. Leave the fourth bag plain. Start with the lower amount listed for each colorant, seal the bag, and shake to combine. Check the color and if you want more intensity, add the additional half teaspoon and shake again before adding the bread cubes.
Place the toasted sourdough cubes in a large bowl. Mix the chocolate peanut butter mixture and the cubes and gently toss with a spatula until every piece is evenly coated. Work gently to avoid breaking the bread cubes.
Divide the chocolate coated bread cubes into four equal portions. Working one bag at a time, add one portion of coated cubes to each colored powdered sugar bag, seal tightly, and shake vigorously for at least 30 seconds until every piece is completely coated. Repeat with each remaining bag.
Spread all four colors out on the parchment lined baking sheet in separate rows and let cool completely at room temperature until the chocolate sets, about 30 minutes. Do not stack or pile the pieces before the chocolate has fully set.
Once set, toss the colors together gently and transfer to a serving bowl or airtight container.