Author: Amit Sadavarte
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Monolith to Microservices: Scaling a Failing Backend
Signs Your Monolithic Architecture Is Failing Under Load Our team at ScriptsHub Technologies was engaged by a mid-market healthcare benefits provider whose core enrollment platform had become a critical business liability. The system – a single monolithic application built eight years prior – handled authentication, enrollment workflows, payment processing, document generation, and reporting within one…
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Confidently Wrong: AI Debugging Masks Production Root Causes
The Bug Your AI Tool Would Close as Resolved Two weeks ago, one of our developers was using AI Debugging tools while investigating a NullPointerException in a client’s order processing pipeline. The system serves a mid-size e-commerce company – around 2,000 orders per day flowing through a microservices architecture: order intake, inventory check, payment processing,…