legendary—2025
AI content pipeline that runs topic discovery, script generation, analytics, and blog drafting inside a single Next.js dashboard.
Four scheduled jobs, one container. The USM Content Planning System is a Next.js dashboard that runs US Mobile's daily content automation end-to-end — topic discovery, script generation, analytics review, shorts comparison, and blog drafting — without any external scheduler or Lambda proxy. Everything lives in-process via node-cron.
The core loop: each night at 3 AM the analytics engine pulls 30-day and 7-day data for every tracked video, tiers them (Platinum → Bronze) by velocity and retention, then asks Claude to synthesize what the writer should do differently tomorrow. That output overwrites the live prompt the script factory reads the next morning. The system updates its own instructions from real signal, on a schedule, without anyone touching it.
Stack: Next.js · TypeScript · AWS Bedrock (Claude) · Google Workspace (Sheets, Docs, Drive) · YouTube Data API + Analytics · Ahrefs · EKS / ECR · GitHub Actions