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Engineering Scope

This document defines the strict engineering scope for the Minimum Viable Product (MVP) build of Lime.

1. In Scope (MVP)

Authentication & Security:

JWT-based authentication.
Multi-tenant data segregation at the database query layer.

Core Data Pipelines:

Async CSV ingestion handling up to 10,000 rows per file without timing out.
Dynamic custom JSON variable mapping.

Campaign Engine:

Visual sequence builder supporting EMAIL and WAIT steps only for MVP.
Stop-on-reply logic based on inbound email parsing or provider webhooks.
Scheduled dispatching via Celery Beat cron jobs.

AI Integration:

Integration with Google Gemini API (Free Tier for MVP testing).
Prompt template parsing injecting lead variables before sending to Gemini.

Frontend UI:

Migration from React to Vanilla JS/Alpine.js utilizing Stitch MCP generated Tailwind templates.
Dashboard, Leads Management, Campaign Builder, and Mailbox Integration views.

2. Out of Scope (Deferred to Phase 2+)

Features Excluded from MVP:

Advanced Channels: SMS, WhatsApp, and LinkedIn automation are deferred.
Complex AI Analysis: Intent classification on replies (e.g., figuring out if a human replied "Yes" vs "Not interested"). MVP will just stop the sequence on any reply.
Warm-up Network: Automated sending between customer inboxes to build sender reputation.
A/B Testing: Multivariate testing of subject lines and body copy.
Provider OAuth: Implementing strict Google/Microsoft OAuth flows for mailboxes; MVP will rely on SMTP / App Passwords or a simple API Relay provider.