Infinite Scale
Cloud Architecture·2023

Infinite Scale

The Challenge

What we were solving.

A single-region monolith serving a fast-growing global user base. Traffic spikes took the whole system down. The CTO had six months to migrate before their Series B demo — with zero tolerance for downtime in front of investors.

The Approach

How we built it.

Containerised the monolith incrementally using the strangler fig pattern — no big-bang migration. Multi-region Kubernetes deployment with Terraform for full infra-as-code. The zero-downtime migration strategy ran parallel to live traffic for 90 days before final cutover, giving the team confidence at every step.

The Outcome

What it delivered.

500k concurrent sessions without flinching. 99.99% uptime maintained through the Series B period. Global P95 latency dropped from 1.2s to under 180ms. The CTO walked into their investor meeting with a live dashboard showing real-time scale.

500kConcurrent sessions
99.99%Uptime
180msP95 latency
0Downtime migrations

Tags

K8sMulti-regionAuto-scale

Tech Stack

01Kubernetes
02Terraform
03AWS
04Redis Cluster
05PostgreSQL
06Go

Type

Client Build
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