Last verified against Postgres schema migration (July 2026)

Recommendations

🔴 CRITICAL

• Resolve Exhaustive Hooks Race Conditions
  • Risk: Components across all critical paths suffer from missing useEffect dependencies.
  • Action: Systematically enforce strict React linting paths. Wrap fetched data arrays in useCallbacks.
• Remedy Root Compilation Bloat
  • Risk: Heavy reliance on expanded Node memory sizes (--max-old-space-size=4096) to process Webpack logic risks deploying massive JS bundles to clients.
  • Action: Perform a profound library audit analyzing the usage of massive generic libraries.
• Audit Prisma Query Performance
  • Risk: With 85 models and deep relational joins, unbounded include clauses in Prisma risk severe memory bloat and N+1 query execution.
  • Action: Enforce pagination (limit/offset via take/skip) on all list endpoints and replace full relational includes with targeted select statements where possible.

🟠 IMPORTANT

• Replace Raw Output Imagery
  • Risk: Next.js compiler is heavily bottlenecking Vercel deployment logs complaining about <img src="...">.
  • Action: Completely sweep and replace basic image usage with next/image optimizing loading pipelines to LCP-grade standards natively.
• Consolidate Custom Smoke Testing Into Suites
  • Risk: Isolated root scripts risk decay without standardized runners analyzing their success rate continuously.
  • Action: Integrate a structured testing package (Jest) organizing these scripts mathematically ensuring coverage metrics surface correctly.

🟢 IMPROVEMENTS

• Microservice Splitting (Long Term)
  • Enhancement: As the PostgreSQL database scales beyond the existing 85 models, extract distinct operational workloads (e.g., HR Payroll and CRM pipelines) into smaller, separated Docker containers reducing monolithic compilation danger loops.
• Implement Centralized E2E Framework
  • Enhancement: Adopt Cypress or Playwright automating synthetic tests testing the company authorization boundaries explicitly.