Nothing is more frustrating than a loaf that looks great outside and disappoints inside — dense as a brick, flat as a pancake, or gummy in the middle. In 2026, AI bread troubleshooters diagnose your exact failure from a photo and your recipe, then tell you precisely what to change.
Dense bread: the fermentation problem
Dense loaves almost always mean under-proofed dough or dead yeast. Test your yeast first: it should foam in warm sugary water within 10 minutes. Use the poke test — press the dough; if the dent springs back slowly and leaves a slight indent, it's ready. Fast spring-back means wait longer.
Flat bread: shaping and structure
Flat loaves usually come from weak gluten or over-proofing. Knead until the dough passes the windowpane test (stretch a piece thin enough to see light through), shape tightly to build surface tension, and proof in a floured basket so the loaf holds its form.
Gummy crumb: the baking problem
A gummy interior means the loaf didn't finish baking or cooled wrong. Bake until the internal temperature hits 190–200°F (88–93°C), and never slice hot bread — the crumb is still setting, and cutting early turns it gummy. Wait at least one full hour.
Prevent problems with better basics
Weigh ingredients instead of using cups (flour varies wildly by scoop), use water around 100°F for yeast, and give dough a warm, draft-free spot to rise. Keep a baking log — flour brand, times, temperatures — and let AI spot the pattern behind your failures.
Every great baker has produced bricks; the difference is they figured out why. Diagnose, adjust one variable, and bake again — perfect loaves are closer than you think.