Layer 3
Systems & Integrations
The plumbing behind the map — where the app lives and everything it connects to.
⬢ Docker App — the host everything runs inside
Next.js dashboard · FastAPI backend · SQLite · FFmpeg (video) — on a VPS
Content out
WordPress blog / CMS
GoHighLevel social · email · CRM
Content in
Gemini AI primary generation
Anthropic fallback
FRED market data
Google Drive files / media
Dropbox files / media
AI path: Gemini does the generating; Anthropic is the fallback if Gemini is down or refuses. Distribution hub: GoHighLevel is where social & email actually go out. Canva: just stored template links — a reference, not a live integration.