Diffusion workspace
Avalanche-effect visualizer
Type an input, flip a single bit, and watch the output cascade. A strong primitive turns that 1-bit change into roughly a 50% output change — the avalanche effect. Weak constructions diffuse unevenly, which the per-byte heatmap and Hamming-distance meter make tangible.
Algorithm
Modern hash — a 1-bit change should scramble ~50% of the 256-bit digest.
Flip one bit — pick a character, then a bit
Bit
original: "The quick brown fox" → flipped: "Uhe quick brown fox"