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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 Applications can fail in a lot of different ways – API failures, UI errors, server issues, or incorrect input from a user. When something goes wrong in a production environment, it can be difficult for people to replicate the error in their local environment. To address the above challenge in development, teams can use […]
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 […]
Introduction Project managers usually focus on schedules, risks, deliverables, and client expectations. However, one of the most challenging and least discussed parts of the role is dealing with underperformance within the project team. Underperformance is not always a lack of effort. More often, it signals issues such as lack of clarity, skill gaps, or motivation. […]
Modern software projects grow at a fast pace with new features, hot-fixes, refactors and migration, codebases tend to accumulate dead code, unused dependencies, and files that were forgotten but are still sitting in your source code. As a project grows, most of the time unused code starts piling up. As a result it slows down […]
1. Introduction In a Cloud Managed Services Provider (MSP) ecosystem, incident management is a critical function that directly impacts service availability, SLA adherence, and customer experience. With modern cloud architectures (AWS, hybrid, microservices), incidents are no longer isolated—they are multi-layered and interdependent. This demands a structured, fast, and practical approach to incident handling. This paper […]
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 late. Accessibility rarely gets designed in from the start. It gets bolted on later, if at all. And “later” has a way of never arriving. Consider the scale of who […]
