RWX is a continuous integration and continuous delivery (CI/CD) platform specifically designed to cater to the needs of high-scale, high-speed engineering organizations. Unlike traditional CI/CD tools such as CircleCI, GitHub Actions, Jenkins, Buildkite, or Harness, which often rely on linear pipelines and fragile cache keys, RWX introduces a more robust and efficient approach. By leveraging task-based directed acyclic graph (DAG) execution, automatic parallelization, and content-based caching, RWX significantly enhances the speed and reliability of software delivery processes. The fundamental innovation of RWX lies in its DAG execution model, which replaces the conventional monolithic, job-oriented pipelines. This model allows each task to be executed in relation to others, enabling RWX to skip redundant tasks, run jobs in parallel, and reuse cached results effectively. As a result, users experience a remarkable increase in pipeline speed, with execution times reduced by 50-90%. This acceleration leads to shorter feedback loops, allowing developers to focus more on coding rather than waiting for builds to complete. In addition to performance improvements, RWX emphasizes cost efficiency with its transparent pricing model. Unlike many competitors that use opaque credit systems or charge per minute, RWX adopts a per-second billing approach. This means teams only pay for the resources they actually use, with the ability to configure workloads at the task level. This granularity helps prevent overspending on oversized machines for smaller tasks, resulting in infrastructure costs that can be reduced by 35-90% for most customers. Moreover, RWX is designed to enhance the overall developer experience. Engineers benefit from the ability to run pipelines locally before pushing changes, retry individual tasks without needing to restart entire jobs, and rely on an intuitive caching system. By eliminating the complexities associated with YAML configurations and fragile manual setups, RWX fosters an environment where engineering teams can operate more efficiently, ship software more frequently, and maintain confidence in the stability of their delivery pipelines. RWX is particularly advantageous for organizations managing monorepos, microservices, AI/ML workloads, and rapidly growing SaaS products. Whether you are a scaling startup or a large enterprise, RWX seamlessly adapts to diverse workflows, providing the control and predictability that legacy CI/CD tools often lack. By rethinking CI/CD from the ground up, RWX empowers engineering teams to eliminate wasted compute resources, reduce build times, and transform their software delivery processes into a strategic advantage.