Replicator

A study by AO found that without guidance, AI models never matched exact canonical casing on a 40-tag fixture catalog across 36 drafting tasks, with 0/36 clean on all three tiers. With a canonical-tag…

The founder of an AI document platform, Replicator, explains how the system evolved from two long-standing pain points in his agency: CMS complexity and print design management. He describes moving al…

Lightning Jar Engineering built Replicator, an AI brand operating system where a language model generates marketing documents with utility CSS classes at runtime, after the build step. To handle class…