A pragmatic engineering retrospective on consolidating 11 distributed microservices into a single modular TypeScript repository.
# Why We Swapped Microservices for a Modular Monolith\n\nMicroservice complexity often exceeds business requirements for teams under 50 engineers. This retrospective details how consolidating 11 microservices into a unified TypeScript codebase reduced cloud hosting costs by $140,000 annually while improving release velocity.\n\n## 1. Network Overhead & Distributed Tracing\nInter-service gRPC and HTTP calls introduced compounding failure modes. A modular monolith restored in-process function calls with zero network serialization overhead.\n\n## 2. Developer Velocity\nSingle repository pull requests eliminated coordinated multi-service deployments and drift between API versions.

9+ years shipping high-throughput distributed backends, Supabase real-time pipelines, and low-latency Next.js applications on Cloudflare Pages.
Related Technical Publications
Architecting Next.js 16 Applications for Cloudflare Pages: Lessons from Production
How to deploy full-stack Next.js 16 applications to Cloudflare Pages edge network with zero cold starts and sub-50ms TTFB worldwide.
Read Article ›Building Real-Time Data Pipelines with Supabase and PostgreSQL CDC
A deep dive into Postgres Change Data Capture (CDC), Supabase Realtime, and WebSocket fan-out patterns for low-latency dashboards.
Read Article ›Need Surgical Engineering on Distributed Systems & Modular Monoliths?
Book the Architecture & Codebase Diagnostic Audit ($2,500 fixed milestone). Direct 1:1 engagement with Staff Software Engineer Abu Hanif with verified production deliverables and zero budget creep.