The fork-ts-checker-webpack-plugin accelerates webpack builds by running TypeScript type checking and linting in a separate process. This offloads the intensive tasks from the main webpack compilation, leading to faster incremental builds and improved developer experience. Error and warning messages are displayed directly in the webpack build output, providing immediate feedback. Support for various linters and integration with popular editors ensures a seamless development workflow.