Core Loop

Genfeed is organized around one operating loop:

trends -> create -> publish -> analytics -> repeat

In the product navigation, Create is the parent phase for Studio, Remix, Library, and Turbo. Remix and generation stay visible, but they sit under the same creation phase instead of becoming separate first-level app surfaces.

What This Section Covers

• Trend Ingestion: how trend signals enter the platform, how fresh they are, and how the refresh is monitored
• Agent Orchestration: how one agent runtime owns a conversation while campaigns, skills, and content pipelines stay deterministic layers around it
• Generation Service: how a request for an image, video, voice, or track reaches a provider and comes back as an asset
• Analytics Backbone: how provider metrics become dashboards and feed back into the next round of creation

Checking The Loop

Each area has one narrow check that proves it is wired:

• Trends: with an empty cache, a read falls through to a live fetch, and it returns an empty feed when there is no real data (never synthetic seed data)
• Agents: new automation starts its work through the one agent runtime instead of adding another peer orchestrator
• Generation: models discovered from providers merge into the reviewed model catalog before anyone can generate with them
• Analytics: provider metrics are stored per post and day, show in publication analytics at once, and join the content-performance summaries once the day is complete