workbench/scrollbaby

ScrollBaby

Content systems engineered for the feed era.

StatusBeta
Timeline2026
TechnologiesAI content pipelines · Automation · Analytics

Overview

ScrollBaby is an experiment in treating short-form content as an engineering problem: pipelines, feedback loops, and iteration speed instead of guesswork.

Challenge

Content production is being commoditized by AI. The remaining edge is systems — how fast a team can produce, measure, and iterate without sacrificing quality control.

Solution

An automated content pipeline with human editorial control at the decision points that matter, and analytics wired directly back into the production loop.

Current status

In beta. Pipeline architecture validated on internal channels.

Vision

A repeatable content engine that turns short-form production into a systems problem I can operate at scale on my own channels. It is my own project, not a content service I sell.

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