Logs to Alerts with CloudWatch Filters

Why Alarms Matter in Cloud Infrastructure

Proactive monitoring for reliable cloud systems

The Critical Role of Monitoring

In any modern cloud-based architecture, monitoring and alerting play a critical role in maintaining reliability, performance, and security.

Beyond Just Logs

It’s not enough to just have logs-you need a way to act on those logs when something goes wrong. That’s where CloudWatch alarms come.

The Cost of Being Reactive

Imagine a situation where your application starts throwing 5xx errors, and you don’t know until a customer reports it. By the time you act, you’ve already lost trust.

Alarms prevent this reactive chaos by enabling proactive monitoring—you get notified the moment an issue surfaces, allowing you to respond before users even notice.

The Risks of Operating Without Alarms

!

Missed Error Spikes

You might miss spikes in 4xx/5xx errors that indicate growing problems.

Reactive Mode

 You’re always proactive instead of reactive.

👁️

Lack of Visibility

Your team lacks visibility into critical system behavior.

🔍

Diagnosis Challenges

Diagnosing issues becomes more difficult without early signals.

The CloudWatch Alarm Solution

Due to all the reasons above, that’s why I decided to implement AWS CloudWatch Alarms using Metric Filters—a cost-effective, powerful way to monitor logs and trigger alerts based on specific patterns.

Continue reading “Logs to Alerts with CloudWatch Filters”

How to Monitor Open Telemetry Collector Performance: A Complete, Production -Grade Guide

In modern distributed systems, observability is not a luxury—it’s a necessity. At the center of this landscape stands the Open Telemetry Collector, acting as the critical data pipeline responsible for receiving, processing, and exporting telemetry signals (traces, metrics, logs). 

However, monitoring the monitor itself presents unique challenges. When your OpenTelemetry Collector becomes a bottleneck or fails silently, your entire observability stack suffers. This comprehensive guide will walk you through production-tested strategies for monitoring your OpenTelemetry Collector’s performance, ensuring your observability infrastructure remains robust and reliable. 

Continue reading “How to Monitor Open Telemetry Collector Performance: A Complete, Production -Grade Guide”

AWS For Beginners: What Is It, How It Works, and Key Benefits

Introduction

Amazon’s cloud computing division, Amazon Web Services (AWS), will remain a powerful entity in the global cloud infrastructure market by 2025, holding a remarkable 30% market share.

Comprehensive Services

With over 200 full-featured services from compute and storage to databases and machine learning.

Global Reach

Serving customers in over 190 countries across startups, enterprises, and government agencies.

Major companies such as Airtel, Netflix, Twitch, Paytm, LinkedIn, and Adobe are notable users of AWS Services.

Success Story

Discover how OpsTree enabled a 27% AWS cost reduction for a leading Indian fintech platform by optimizing their database infrastructure. Serving over 50 million users with digital wallets, bill payments, and mobile recharges, the client needed scalable yet cost-effective solutions. Our strategic intervention streamlined resource usage without compromising performance. Our strategic intervention streamlined resource usage without compromising performance.

Continue reading “AWS For Beginners: What Is It, How It Works, and Key Benefits”

An Introduction to Kubernetes Architecture! 

Kubernetes is an open-source container orchestration platform used for running distributed applications and services at scale. Merely knowing the basics of Kubernetes won’t be sufficient enough in order to leverage the many advantages that it offers. It’s important to first understand the complete Kubernetes architecture, its components and how they interact with each other to know how Kubernetes actually works. Let’s take a brief look and explore how the different components of Kubernetes work together.

Kubernetes is the ideal solution for complete orchestration, scaling and deployment of containerized applications. You can also read about application containerization, Kubernetes API, Kubernetes API Gateway and much more here!
The What, Why, and How of Application Containerization
What is Kubernetes API?

Continue reading “An Introduction to Kubernetes Architecture! ”

Complete Guide to Nginx Monitoring with Telegraf, Prometheus, and Grafana

Nginx is one of the most popular and widely used web servers mostly because of its speed and reliability. Nevertheless, it is paramount to keep track of the performance and availability that would help you to proactively prepare yourself for the worst scenarios like sudden/unexpected hikes in traffic. It will also keep you updated about the current state and health of your application.

This article will guide you on how to get Nginx Web Server metrics and visualize them. The main goal is a quick deployment and configuration using well-known open-source projects like Grafana, Prometheus, and Telegraf. Continue reading “Complete Guide to Nginx Monitoring with Telegraf, Prometheus, and Grafana”