April 2024 Summaries

RWX, founded in 2022 and supported by a $7 million seed round led by Quiet, has launched a CI/CD platform designed to address perceived limitations of conventional VM- and script-based systems, including unnecessary test execution, raw-log troubleshooting, and commit-and-push-dependent feedback loops. After initially developing products for flaky-test detection, test parallelization, and CI infrastructure, the company concluded that a new platform architecture was needed and built RWX around task-based directed acyclic graphs rather than static jobs. The platform uses content-based caching to avoid rerunning unchanged work, file filters to limit tasks to relevant code changes, structured semantic outputs to present test and lint results in a richer interface, a local CLI for running workflows before committing, and remote debugging capabilities for investigating failures on hosted infrastructure. RWX also supports dynamic task generation through a data API alongside static configuration, and includes common CI/CD capabilities such as scheduling, artifacts, secrets, parallel execution, environment variables, authentication, and third-party packages; early beta users included HubiFi and Visivo.

RWX selected Visivo for its internal dashboards after finding that its security model and code-driven workflow better met its needs than AWS QuickSight, which it had initially chosen to keep data within its AWS environment. Rather than granting a business intelligence platform direct database access, Visivo uses a CLI to publish only chart-relevant data, reducing exposure of underlying databases. Its infrastructure-as-code approach also allows dashboard definitions to be stored in version control, supporting change tracking, collaboration, review, and deployment security practices. RWX uses Visivo stages to create review environments and promote dashboard changes through staging to production, while managing the analytics CI/CD pipeline with RWX tools, resulting in faster dashboard development and broader data visibility.