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Introduction Real-time systems are now central to modern businesses. Payments, order updates, customer activity, telemetry, notifications, and analytics all depend on events moving quickly and reliably between services. The challenge is not just speed. The challenge is preserving correctness and resilience when systems are distributed, traffic is variable, and failures are inevitable. Apache Kafka […]
Patching Azure VMs from AWS Systems Manager using Hybrid Activation Each cloud platform provides its own native tools, which can lead to fragmented processes and increased administrative overhead. To address this challenge, AWS Systems Manager (SSM) offers a powerful solution through its Hybrid Activation feature. This capability allows non-AWS machines, such as Azure Virtual Machines […]
The development of software testing has grown with the appearance of AI and intelligent automation tools. The current teams are able to provide a faster, reliable, and scalable application like never before. However, even with such improvements, much of the QA is manual. Tasks like: Writing test cases Creating test data Maintaining documentation Company review […]
Introduction When we see any LLM model names like GPT-4o, Claude 3 Sonnet, or LLaMA-2-7B-chat we wonder why companies give such weird names to their models. But let me tell you, these names have lots of meanings inside it. They provide lots of information about that model. Common Patterns: Suffix […]
Introduction If you haven’t upgraded to React Native 0.84 yet, you’re literally leaving free performance on the table. In early 2026, the React Native team released version 0.84 and has made Hermes V1 the default JavaScript engine for both iOS and Android. No config changes required. No migration steps. Just npx react-native upgrade (or create […]
If you’ve been running email in the Salesforce Marketing Cloud for more than a few months, you’ve likely realized that the platform makes it extremely easy to send email. However, it’s significantly harder to figure out who you should be sending email to and who you shouldn’t be sending email to. Opt-in and opt-out might […]
Introduction Every LLM you’ve ever used is stuck in the past. It knows everything up to its training cutoff and nothing after. It also does not know about your internal documents,your private codebase,or what just happened 5 mis ago. So if you want a model to actually be useful in a real time production environment,you […]
The Night Netflix Refused to Buffer It’s 2:00 AM. You’ve told yourself “just one more episode” at least three times already. But now it’s the finale. You click Play… and it starts instantly. No spinning circle. No loading screen. Nothing. Just video. Feels normal, right? But here’s the truth: that “instant” moment is one of […]
Introduction In a multi-account AWS environment, log management for services such as Cloud Trail, VPC Flow Logs, and WAF is a complex and fragmented process. This is due to the fact that each account has its own log data, which is not easy for security and operations teams to manage centrally. This issue, however, can […]