Beyond the Model: How We Engineered a #1 AI Video Product from Scratch

Most "AI Video" discussions are obsessed with parameter counts and transformer layers. But as engineers, we know the truth: A great model is only 20% of a great product. When we started building Happy Horse, we didn't just want to win benchmarks (though we did hit #1 on the Video Arena). We wanted t