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Where It All Began The inspiration for exploring this topic arose while developing a POC to generate accurate graphical reports and charts from quantitative data. Naturally, the first thought was GPT. It’s everywhere—the “default” AI for almost any task. ChatGPT was given a try. It worked to an extent, displaying text-based charts or even generating […]
Introduction Generative AI (GenAI) applications are becoming increasingly popular in enterprises, powering use cases like chatbots, text summarization, code generation, and more. However, developing these applications is only half the battle — ensuring smooth deployment, scalability, and continuous improvement is where CI/CD (Continuous Integration/Continuous Deployment) pipelines play a critical role. In this blog, we’ll walk […]
In the modern data ecosystem, speed and efficiency are paramount. Whether you’re building real-time analytics pipelines or scaling distributed systems, the bottleneck often lies in data serialization and transport. Enter Apache Arrow Flight—a high-performance RPC framework designed to move large datasets efficiently using the Arrow memory format. What is Apache Arrow Flight? Apache Arrow […]
In this blog, we’ll be exploring why data management is the backbone of marketing automation and how we can maintain clean, enriched, and accurate databases in marketing automation tools. We all want to build relevant campaigns to increase the conversion rate, but often forget the foundation: “Data“. Clean data is a necessity to build accurate […]
Introduction In modern infrastructure and application delivery workflows, golden images play an important role in ensuring consistency, security, and repeatability. A golden image is a pre-baked machine image that contains the required operating system, configurations, and application dependencies, making it easier to launch new instances with a known-good baseline. This article walks through how to […]
MongoDB Recovery Practice — DR Drill Automation with Terraform, Python & Jenkins When disaster strikes, the only thing that matters is how fast and reliably you can get your database back. Backups on a shelf are worthless if you can’t restore them under pressure. I built an automated MongoDB restore pipeline with Terraform, Python, […]
Introduction Marketing today is more than just sending emails; it’s about creating a clear and connected journey for your audience. Act-On helps you do this by bringing all your marketing tasks into one platform. You can capture new leads, send them the right content at the right time, and hand them over to sales when […]
If you’re maintaining a React Native monorepo and need a repeatable, one-click iOS build pipeline, this post walks you through a production-grade Jenkins setup that: Selects environments, schemas, and configs at build time Installs dependencies (Node, Ruby/Bundler, CocoaPods) cleanly Archives and exports an IPA via xcodebuild Uploads artifacts to Amazon S3 Generates a pre-signed download […]
In modern software development, code quality assurance is no longer optional — it’s a foundational requirement. Delivery teams usually want three things when it comes to code quality: Consistency – rules should apply equally across all services. Governance – changes to quality standards must be visible and auditable. Zero manual toil – automation should handle checks, […]
