Introduction Modern cloud-native systems generate millions of log entries every day. But here’s the real question — are we truly extracting meaningful insights from those logs, or just storing them? AI-Powered Log Monitoring in Microsoft Azure combines Azure Monitor, Azure Log Analytics, and Azure OpenAI Service to transform raw telemetry data into actionable intelligence. Instead […]
Introduction We started seeing repeated OutOfMemoryError exceptions in a Spring Boot service running on Amazon ECS in EC2 mode. The impact of the OutOfMemoryError was serious:- JVM threads crashed, including SQS listeners, HTTP threads, and AWS SDK threads. Messages were retried and eventually sent to SQS Dead Letter Queues. The service became unstable under load. […]
Introduction We know that many applications generate large amounts of event data such as alerts, application events, logs, and notifications. This data is usually unstructured and arrives in a continuous manner. The initial step in creating a data engineering pipeline is to store this event data into a reliable and long term storage system in […]
In AWS environments, visibility is critical. When applications run across multiple services, engineers need tools that help them monitor performance, track user activity, and maintain configuration compliance. Three AWS services commonly used for this purpose are Amazon CloudWatch, AWS CloudTrail, and AWS Config. Although these services are related to monitoring and auditing, they solve different […]
In AWS networking, it is common to configure all required components—subnets, gateways, and route tables—yet still encounter connectivity issues. In most cases, the problem is not with individual components, but with a lack of understanding of how these components interact with each other. This article explains how key VPC components—subnets, route tables, Internet Gateway, and […]
Regulatory compliance is not optional — and in most industries, the paperwork that proves it is growing faster than the teams managing it. A pharmaceutical company submitting drug approvals across five countries, a gaming manufacturer certifying titles with multiple jurisdictions, or a financial services firm filing quarterly disclosures to regulators — all face the same […]
Introduction In the first part, we explored Palo Alto firewalls, their use cases, and different ways to achieve high availability in AWS. To learn more click here. In this second part, we’ll walk through a complete end-to-end setup of an Active/Passive Palo Alto HA deployment within the same Availability Zone. Architecture In this setup, traffic […]
Apple introduces a new design era for the user interface in WWDC25, called Liquid Glass. This modern UI design is evolving towards depth, transparency and layered visuals. Liquid Glass is a combined immersive effect of glass and fluid elements. Liquid Glass is also known as frost glass or blur glass. In this blog, I will […]
Introduction The Smart TV market is no longer just about streaming movies. Its apps have evolved from simple interfaces into interactive platforms. If you’re already building HTML-based TV apps, adding lightweight games is an easy way to increase user engagement. In e-commerce apps, games are often used to keep users engaged for longer. Here’s the […]