The p-graph library enables developers to run tasks defined as a dependency graph with built-in concurrency control, ensuring tasks execute only after their dependencies complete. It's designed for Node.js developers who need to manage complex asynchronous workflows, such as build systems or task orchestrators, where tasks have dependencies and may require limited parallel execution. The library supports priorities for task ordering and provides robust error handling through PGraphError.