Webpack is a module bundler that takes modules with dependencies and generates static assets by bundling them together. It manages dependencies, combines assets like JavaScript, CSS, images, and fonts, and allows for preprocessing with loaders and plugins. Webpack addresses pain points like module management, bundling assets together efficiently, and handling changes by allowing code splitting, extracting common dependencies, and enabling hot module replacement to avoid full page reloads on changes.