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Development Phases

The project will be executed in 4 distinct phases to ensure rapid time-to-market while maintaining architectural integrity.

Phase 1: Foundation (Weeks 1-2)

Goal: Establish the core data models, authentication, and multi-tenant environment.

Setup Django + PostgreSQL + Celery Docker environment.
Implement Custom User model and JWT Auth.
Configure TenantMiddleware for organization isolation.
Setup vanilla frontend tooling (Vite, Tailwind).
Generate and wire up the basic Auth screens (Login, Register).

Phase 2: Core Workflows (Weeks 3-4)

Goal: Enable users to manage data and build static sequences.

Implement async CSV upload for Leads.
Build the REST API for CRUD operations on Leads & Campaigns.
Implement the visual Campaign Sequence Builder frontend.
Establish the CampaignLead state machine.

Phase 3: AI & Execution Engine (Weeks 5-6)

Goal: Turn the platform on. AI generation and actual email sending.

Integrate Google Gemini API wrapper for personalization.
Configure Celery Beat to query active CampaignLeads.
Implement simple SMTP dispatch worker.
Set up webhook consumption for Opens, Clicks, and Bounces.

Phase 4: Real-time UI & Polish (Week 7)

Goal: Enhance the user experience with live data.

Integrate Firebase Admin SDK for real-time dashboard notifications.
Build out the Analytics dashboard API and charts.
Perform end-to-end security and deliverability audits.
Final deploy to staging/production.