- Four production modules in one Next.js 16 monolith: ExamNotifi, CollegeTracker, Tutorix, NextTalk
- Shared auth (NextAuth), MongoDB schema, MSG91 OTP, Resend email automation, Airtable CRM sync
- Cross-module state management and notification engine tracking user behavior across features
- Grew to 220+ users organically with 2.7K+ impressions through distribution experiments
220+Active Users
4Live Modules
2k+Colleges
25Data Fields
Engineering note
The real moat isn't the code - it's the 2,000+ college dataset curated across 25 fields (hostel vibe, coding culture, campus life, placements, city tier, faculty, infrastructure, location advantages). Competitors have college names. Edcore has the depth students actually need to decide. The dataset took months of manual curation and is harder to replicate than the entire platform.