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EverNest Technical Roadmap & Strategy

This living document tracks architectural decisions, technical debt, and strategic improvements for the EverNest project. It serves as a high-level guide for developers and AI agents to understand the trajectory of the codebase.

🏗️ Architectural Strategy

1. Robust Production Deployment (Priority: High)

  • Context: We deploy to Vercel with a Neon Database.
  • Goal: Ensure zero-downtime deployments and data integrity.
  • Action Items:
    • Vercel Build Command: Update to npx prisma migrate deploy && next build to ensure schema sync.
    • Environment Validation: Ensure all ENV vars are typed and checked at build time (e.g., using t3-env or similar pattern).

2. Reliability & Monitoring (Priority: High)

  • Context: Currently relying on logs.
  • Goal: Proactive error detection.
  • Action Items:
    • Error Tracking: Integrate Sentry for frontend/backend error reporting.
    • Performance Monitoring: Use Vercel Analytics to track Web Vitals.

3. AI Service Scalability (Priority: Medium)

  • Context: Story generation takes 5-10s. Vercel functions have timeouts.
  • Goal: Decouple generation from the HTTP request-response cycle.
  • Action Items:
    • Background Jobs: Implement a queue system (e.g., Inngest, QStash) to handle story generation asynchronously.
    • Prompt Management: Extract hardcoded prompts from ai-service.ts into a dedicated configuration file or database table for A/B testing.

4. Codebase Hygiene & Maintenance (Priority: Medium)

  • Context: Prototype code co-exists with production code.
  • Goal: Clean, maintainable separation of concerns.
  • Action Items:
    • Cleanup: Move or remove the prototype/ directory.
    • Strict Typing: Ensure all any types are removed (checked via CI).
    • Testing: Maintain >80% coverage on core logic (story-service, ai-service).

🔮 Future Features (Backlog)

  • Audio Narration: Use Text-to-Speech (Google/OpenAI) to read stories aloud.
  • Story Library: Advanced filtering and search for saved stories.
  • Social Sharing: Generate sharable images/links for stories.

Last Updated: January 20, 2026