Blog

Notes and thoughts.

Jul 25, 2025
scalinginfrastructure

The Pied Piper Peril: A Shortage Story

Lessons from Silicon Valley's Pied Piper: why unprepared scaling leads to outages, and how real-world platforms avoid disaster through proactive testing, resource planning, and resilient architecture.

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Jul 07, 2025
researchfinops

Optimizing Costs and Performance With Bare Metal and Cloud

How companies are slashing cloud costs by switching to bare metal—exploring the hidden overheads of cloud VMs, the performance benefits of direct hardware, and real-world savings from hybrid infrastructure strategies.

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Jul 06, 2025
finopsdevops

Why Dukaan Ditched the Cloud for Bare Metal

How Dukaan cut cloud costs by nearly 50x and boosted performance by moving core infrastructure to bare metal—while using the cloud for backups and smart global load balancing.

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Jul 02, 2025
gsocdevops

My First GSoC Attempt

Reflecting on my first GSoC attempt—building a TUI for Sugar, learning Docker Swarm, drawing inspiration from K9s and Helm, and growing through open source collaboration.

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May 31, 2025
devopscloud

How Hotstar Application Scaled 25 Million Concurrent Users

How Hotstar engineered their platform to handle 25 million concurrent users—using proactive scaling, obsessive load testing, and smart bottleneck management to deliver seamless live streaming during massive events.

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May 05, 2025
growthcuriosity

The Compounding Effect of Curiosity

How small, consistent learning habits connect ideas, reveal patterns, and lead to unexpected growth.

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