Mar 29 · 6 min read · When our auditor asked to see our audit logs, i pulled up Kibana and showed him our ELK stack. Beautiful dashboards. Millions of log entries. Full request/response logging. Structured JSON. The works. He looked at it for about 30 seconds and said, "T...
Join discussionFeb 14 · 23 min read · Introduction The elastic stack reliably and securely take data from any source, in any format, then search, analyze and visualize in real time. Uber — elasticsearch is the engine that used to find uber drivers near by.Tinder — relies on elastic stack...
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Oct 20, 2025 · 1 min read · This is an overview of my work in observability, with an emphasis on the Elastic (ELK) stack for log management and Jaeger for distributed tracing. In my role, I am responsible for a logging platform that stores more than 100 PB of data and for a lar...
Join discussionSep 12, 2025 · 3 min read · Hello guys, In modern application logging is more than just debugging. It’s critical for monitoring, analytics, security auditing, and incident response. When systems scale, handling millions of log events per second becomes challenging. Today, we’ll...
Join discussionMay 3, 2025 · 7 min read · Introduction Monitoring and managing logs in any modern software system is a vital task, especially when dealing with distributed microservices and real-time applications. One of the most powerful and widely adopted solutions for centralized logging ...
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Apr 30, 2025 · 12 min read · Most of us used at work tools like Grafana, ELK, and Jeager to monitor, and track the behavior of our applications. The traditional “Observability 1.0” refers to an approach to monitoring and understanding system performance, based on three main data...
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Apr 30, 2025 · 7 min read · In today's data-driven world, organizations generate massive amounts of information from various sources – application logs, server metrics, network activity, security events, and more. Extracting meaningful insights from this vast ocean of data pres...
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Apr 20, 2025 · 2 min read · Why This Project Matters In today's microservices world, logs are everywhere. Each service, pod, or function emits logs constantly and traditional tools like grep, ELK, or Loki are reactive. What if you could detect anomalies automatically — even the...
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Mar 31, 2025 · 6 min read · In today’s data-driven world, efficient search and retrieval of information are crucial for delivering an exceptional user experience in applications. Whether you’re building an e-commerce platform, a social media app, or an analytics dashboard, havi...
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