A blog site on our Real life experiences with various phases of DevOps starting from VCS, Build & Release, CI/CD, Cloud, Monitoring, Containerization.
Hi Everyone , Today we are trying to understand CRDs(Custom Resource Definitions) as I was working on one Observability project in OpsTree Global and suddenly found CRD errors and let me tell you, It was very Frustration. I will try to make you understand them in easy way, so that you don’t need to make another doc of knowledge. Comment if you will have any doubts.
Continue reading “A Complete Guide to Kubernetes CRDs: Definition, Uses , Benefits, and Error Fixes”
Logs are chronological records of events that occur within software applications, operating systems, and network devices. They serve as the digital equivalent of a ship’s logbook, documenting what happened, when it happened, and often providing context about why it happened.
In today’s distributed systems and microservices architectures, logging is not just helpful — it’s essential. Here’s why:
Continue reading “Logs to Unclog: The Complete Guide to Logging”
Last December, a single DNS misconfiguration at a major streaming platform caused a global outage that cost $23 million in lost revenue and affected 180 million users during the World Cup final. The root cause? Their legacy DNS server couldn’t handle the traffic spike, taking 47 minutes to resolve the issue.
Meanwhile, their competitor running CoreDNS experienced the same traffic surge but stayed online, gaining 2.3 million new subscribers that day.
This isn’t just another “infrastructure matters” story. This is about the invisible foundation of the internet that separates digital empires from digital disasters.
Continue reading “The $23 Million DNS Disaster: Why CoreDNS is the Internet’s New Superhero”
“Your code doesn’t just ship — it survives a gauntlet of digital Darwinism where only the fittest features reach users.”
Last month, two digits in a database version number brought at a Fortune 500 company a production outage that cost $4.7 million in lost revenue. The root cause? Their staging environment was running on PostgreSQL 13 while production was on PostgreSQL 15. A simple version mismatch became a career-ending incident.
This isn’t just another “environments matter” story. This is about the invisible architecture of trust that separates unicorn startups from digital graveyards.
Continue reading “The Software Environment Types: Death by a Thousand Deployments”
“A dashboard without context is just a pretty picture. A dashboard with purpose is a lifesaving medical monitor.”
Modern observability systems are drowning in data while starving for insight. This research examines how Redis dashboards specifically demonstrate a critical industry-wide problem: the gap between metric collection and effective signal detection. Through comparative analysis, user studies, and incident retrospectives, I demonstrate how thoughtful metric curation dramatically improves system reliability and operator performance. Continue reading “The Art of Redis Observability: From Metric Overload to Actionable Insights”
