Blogs

Introduction Test automation is a core part of software development. Tools like Playwright make end-to-end testing easier with reliable browser automation, smart waits, and strong support for modern web apps. But even with these tools, a lot of work still feels repetitive. Engineers spend significant time on: Planning what to test Writing test scripts Fixing […]

In today’s fast-paced business environment, manual reconciliation can lead to errors, inefficiencies, and compliance risks. Whether it’s inventory management, AR/AP, or financial transactions, businesses across sectors like manufacturing, e-commerce, retail, finance, and logistics rely on reconciliation to ensure accuracy. However, manual reconciliation is time-consuming and prone to errors. Automated reconciliation solutions address these challenges, boosting […]

Introduction: Beyond Automation and Test Cases In advanced program quality confirmation, specialized skill frequently takes center organize. Robotization systems, API validations, execution benchmarking, relapse scope, and CI/CD integration characterize the proficient toolkit of a QA engineer. However, in wagering platforms, where frameworks prepare real-time information, money related exchanges, and administrative requirements, technical greatness alone is […]

Introduction Legal research has always been a text-heavy discipline. Lawyers spend a large portion of their time reading statutes, studying judgments, identifying precedents, and translating legal reasoning into structured documents such as petitions and briefs. Even with modern legal databases, the core workflow still involves navigating large volumes of text. Over the past few months, […]

Introduction Managing who has access to what — across applications, security groups, and enterprise resources — is one of those problems that sneaks up on you. Governance at this level is non-negotiable in enterprise product engineering services, where security, compliance, and identity management must be designed into the product architecture from day one. That’s exactly the […]

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 […]