Analytics · Operations
YouTube Operations Toolkit
A local-network toolkit for reviewing multi-channel YouTube analytics, spotting anomalies, assessing titles and thumbnails, and tracking follow-up actions.
Software Tooling Project
March 2026
FastAPI · Analytics workflows · Action tracking
01
Bring channel operations together
The published codebase describes a FastAPI application for multi-channel analytics, anomaly detection, and scheduled reporting.
02
Turn review into follow-up
Title and thumbnail analysis sit alongside action tracking, giving the workflow a place to record what should happen after a performance review.
03
Designed for local use
The project documents deployment on a local network. The public artifact is its source and documentation; a hosted product or business performance outcome has not been established.
Outcome
A published codebase for a local-network analytics and operations workflow.
Explore the work