When a new application starts, everything feels simple: features look straightforward, the architecture is clean, and launch day goes smoothly. Then the real work begins — a steady flow of new features, refactors, and bug fixes. You need to ship critical fixes fast without revealing unfinished pages or risky changes to customers. As the scope […]
Introduction Modern banking is rapidly moving toward intelligent, context-aware automation. Instead of relying solely on static rule-based chatbots or hard-coded APIs, today’s systems need to understand intent, reason across multiple data sources, and deliver personalized insights in real time. This is where Agentic AI — autonomous systems capable of planning, reasoning, and taking action — […]
Introduction Modern banking is rapidly moving toward intelligent, context-aware automation. Instead of relying solely on static rule-based chatbots or hard-coded APIs, today’s systems need to understand intent, reason across multiple data sources, and deliver personalized insights in real time. This is where Agentic AI — autonomous systems capable of planning, reasoning, and taking action — […]
You’ve likely heard about the benefits of partitioning data by a single dimension to boost retrieval performance. It’s a common practice in relational databases, NoSQL databases, and, notably, data lakes. For example, a very common dimension to partition data in data lakes is by date or time. However, what if your data querying requirements involve […]
In the hybrid cloud era, managing infrastructure visibility is a constant battle. We spin up EC2 instances for testing, leave them running, and forget about them. Security groups become bloated, and cost management turns into a guessing game. While high-end tools like Datadog or CloudHealth offer solutions, they often come with significant licensing costs and […]
In the hybrid cloud era, managing infrastructure visibility is a constant battle. We spin up EC2 instances for testing, leave them running, and forget about them. Security groups become bloated, and cost management turns into a guessing game. While high-end tools like Datadog or CloudHealth offer solutions, they often come with significant licensing costs and […]
Workday integrations sit at the heart of enterprise HR and finance systems, connecting Workday with myriad external applications. As artificial intelligence (AI) makes inroads into enterprise software, Workday engineers are exploring how AI can augment integration development and operations. From mapping data fields to detecting anomalies, AI promises to reduce manual effort and improve reliability. […]
As a Spark support engineer, I still encounter many cases where MERGE or JOIN operations on Delta tables do not perform as expected, even when liquid clustering is used. While liquid clustering is a significant improvement over traditional partitioning and offers many advantages, people still sometimes struggle with it. There is often an assumption that […]
Currently, the software development process relies on integrating development and operations (DevOps) to accelerate delivery without compromising quality. When the system becomes very complex, it becomes risky and delays the manual control of the continuous integration or continuous deployment (CI/CD) processes. AI-based autonomous pipelines manage the entire process by automating decisions, optimizing, and eliminating human […]
In 2024, a staggering 87% of container images were found to have at least one vulnerability, and a measurable fraction of them have been targeted to compromise the production infrastructure. With cloud and container orchestration adoption not slowing down, the percentages are expected to increase. While organizations strive to keep their containers secure, security often […]
