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Blogs & Notes

Architectural teardowns, scaling notes, and engineering observations.

12 min readDevOps & System Design

From Git Push to 10,000+ Students: How We Built a Zero-Downtime Deployment Pipeline for High-Stakes Exams

How our 3-engineer team scaled a 14-microservice EdTech LMS for 10,000+ active students. Weathering Sunday JEE/NEET mock test traffic surges, implementing IndexedDB write-ahead batching, BullMQ async analytics, and zero-downtime NGINX canary deployments without resetting a single student's exam.

Read article: From Git Push to 10,000+ Students: How We Built a Zero-Downtime Deployment Pipeline for High-Stakes Exams