Code-First Internal Tools vs. Low-Code in the Age of AI

OpenRun, an open source self-hosted GitOps platform for deploying web apps and internal tools declaratively, argues that AI coding tools have removed most of the speed advantage of low-code platforms' visual editors, since generating a small app from a prompt now takes about as long as assembling it on a canvas. The post contends that low-code downsides remain—proprietary app formats, editor-only editing, limited testing and refactoring, per-user pricing and security features gated to higher tiers—while code-first apps benefit from reviewable pull requests, easier maintenance and no lock-in to a tool or model. It also notes that code-first internal tools still need a platform for hosting, SSO, access control, audit logs, database credentials and deployment, which is the gap OpenRun targets.