Files · Vertex AI Agent Mesh for SMB Multi-Channel Marketing

# Vertex AI Agent Mesh for SMB Multi-Channel Marketing
 
Coordinate a mesh of AI agents that draft, review, and publish marketing content across channels — gated by automated confidence scores.
 
**Problem:** Small marketing teams spend days bouncing between copy drafting, compliance checks, and channel posting. Without orchestration, brand voice slips and publishing deadlines get missed because no one agent owns the full workflow.
 
## Architecture
 
This recipe implements a mesh of specialized agents backed by Vertex AI:
 
1. **Content Writer** — Drafts marketing copy for the given campaign brief and channel
2. **Brand Reviewer** — Scores brand alignment and content quality of marketing drafts
3. **Channel Scheduler** — Publishes approved content to the target marketing channel
 
Agents communicate through `@reaatech/agent-mesh-registry` (agent discovery) and `@reaatech/agent-mesh-router` (MCP dispatch). `@reaatech/agent-mesh-confidence` gates the handoff from reviewer to scheduler: if the brand alignment score falls below 0.85, the content is sent back for revision.
 
A LangGraph state graph orchestrates the workflow: writer → reviewer → confidence gate → (scheduler | revision). Langfuse traces every LLM call for cost and latency debugging, and a Next.js dashboard displays campaign status and workflow spans in real time.
 
## Getting Started
 
1. Clone the repo and install dependencies:
   ```bash
   pnpm install