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Knip: An Essential Tool for Code Hygiene

Modern software projects grow at a fast pace with new features, hot-fixes, refactors and migration, codebases tend to accumulate dead code, unused dep

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Incident Management in Cloud MSP: From Alert to Resolution (A Real World Approach)

1. Introduction In a Cloud Managed Services Provider (MSP) ecosystem, incident management is a critical function that directly impacts service availa

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Making Non-Compliant Products Accessible: A How-To

Introduction If your product is already live and you have just realised it might not be accessible, welcome to the conversation most teams have too l

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Playwright AI Agents: Autonomous Planning, Scripting and Self-Healing Tests

Introduction Test automation is a core part of software development. Tools like Playwright make end-to-end testing easier with reliable browser autom

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Streamlining Reconciliation Across Industries: The Key to Operational Efficiency

In today's fast-paced business environment, manual reconciliation can lead to errors, inefficiencies, and compliance risks. Whether it’s inventory man

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Domain Expertise in QA for Wagering Platforms: Lessons from Horse Racing Systems

Introduction: Beyond Automation and Test Cases In advanced program quality confirmation, specialized skill frequently takes center organize. Robotiza

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Building with LLMs: A Hands-On Experiment with Legal Research and Drafting

Introduction Legal research has always been a text-heavy discipline. Lawyers spend a large portion of their time reading statutes, studying judgments

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Microsoft Entra ID Access Packages: Complete Implementation Guide for Secure and Automated Access Governance

Introduction Managing who has access to what — across applications, security groups, and enterprise resources — is one of those problems that sneaks

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AI-Powered Log Monitoring in Azure

Introduction Modern cloud-native systems generate millions of log entries every day. But here’s the real question — are we truly extracting meaningfu

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Fixing JVM OutOfMemoryError on ECS (EC2 Based)

Introduction We started seeing repeated OutOfMemoryError exceptions in a Spring Boot service running on Amazon ECS in EC2 mode. The impact of the Ou

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Storing SNS Messages in S3 using Kinesis Data Firehose – step by step implementation with Real-World Use Cases

Introduction We know that many applications generate large amounts of event data such as alerts, application events, logs, and notifications. This da

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CloudWatch vs CloudTrail vs AWS Config – When to Use What?

In AWS environments, visibility is critical. When applications run across multiple services, engineers need tools that help them monitor performance,

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