[MCP Offers][Phase 1] AI-Powered Personalization Engine ✅

[chitcommit]

Status: ✅ COMPLETED

Implemented AI-powered content generation using Cloudflare Workers AI (Llama 3.1 8B).

Implementation:

• ✅ Integrated @cf/meta/llama-3.1-8b-instruct model
• ✅ Prompt engineering for personalized rental offers
• ✅ JSON response parsing and validation
• ✅ Graceful fallback to template defaults
• ✅ Generates: fit bullets, features, next steps, pricing, scarcity messaging

Performance:

• AI generation: ~800ms (P50)
• Fallback: ~150ms (P50)

Files:

• apps/mcp-custom-offers-worker/src/ai.ts

See: Phase 1 Implementation Complete

[chitcommit]

Auto-closed: Bot/automated issue (P1 tag)