Jan 15 · 8 min read · Building a Full ML Platform on GCP: The Complete Reference Architecture Introduction If you're building machine learning at scale in Google Cloud Platform (GCP), you need more than just a trained model. You need a complete ML platform that can handl...
Join discussionJan 9 · 13 min read · In the early days of microservices, many engineering organizations followed a predictable path. They decomposed their monoliths into smaller services and connected them using the tool they knew best: the HTTP-based Request/Response pattern. This seem...
Join discussionMar 5, 2025 · 7 min read · I have a special respect for performance testing. Of the several things I’ve learnt to do over the past two years, this has been, by far, the most tricky to grasp (I’m still very much in the process of doing so). I’ve begun to think of it as a little...
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Jan 8, 2025 · 7 min read · The problem we are going to look at in this coffee bite is: How to override properties in Micronaut during runtime? In Micronaut, you can override your properties with custom values during compilation time for your tests. I've done this before and th...
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Jan 8, 2025 · 4 min read · A few years ago I struggled a lot to get a simple Redis Pub-sub working locally. I'm working on a private project looking to illustrate the Kong framework in action. For that I need some sort of Queue system and decided to venture on one that is rela...
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Oct 28, 2024 · 3 min read · Message Queues : Synchronous & Asynchronous Communication : Both parties are connected with each other over the dedicated line and they are responding each other / exchanging the information in Synchronous manner there is no wait & lag any of the par...
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Oct 22, 2024 · 6 min read · This post is a direct continuation of https://meanderingthoughts.hashnode.dev/cooperative-multitasking-on-microsoft-band A State of Burnout State management is one of the most crucial tasks in software engineering. A large amount of what different so...
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Sep 5, 2024 · 4 min read · When building robust backend systems, two major paradigms often come into play—stateful and stateless architectures. Understanding their differences is essential for designing solutions that can scale, especially when working with real-time applicati...
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Jun 16, 2024 · 13 min read · Apache Kafka is a powerful event streaming platform that allows developers to react to new events as they occur in real time. It’s designed to handle high-throughput, low-latency processing, and it’s used by thousands of companies for high-performanc...
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Jun 5, 2024 · 4 min read · Let’s dive into the fascinating world of Apache Kafka, a distributed event streaming platform that has revolutionised data pipelines, real-time analytics, and mission-critical applications. What is Apache Kafka? Apache Kafka is an open-source, distri...
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