CORE
Principal Software Engineer at Microsoft
Joined Feb 2023
Naga Santhosh Reddy Vootukuri, a seasoned professional with over 16+ years working at Microsoft, reflects on his journey from India to the USA. Graduating from Sreenidhi Institute of Science and Technology in 2008, he now serves as a Principal Software Engineer for Azure SQL. His role involves leading his team through software development cycles, ensuring successful product launches. Currently, Naga focuses on a significant initiative in Azure SQL Deployment, emphasizing high availability for SQL customers during feature rollouts. Previously, he managed Master Data Services (MDS) within SQL Server, gaining community connections and contributing actively to Microsoft forums. Currently his focus is mainly on AI LLM's and he shares his knowledge through detailed articles. Aside from technical responsibilities, Naga engages in Microsoft hackathons and mentors junior engineers, finding fulfillment in guiding their career paths. He also champions diversity and inclusion, advocating for equality within the tech industry. Naga sees himself not only as a technical leader but also as a catalyst for positive change at Microsoft. Also a Docker Captain
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| Articles: | 33 |
| Comments: | 4 |
Generative AI
Generative AI has become a default feature expectation, pushing engineering teams to treat models like production dependencies that are governed, measured, and operated with the same rigor as any other critical system in the stack. Model behavior and quality have to be measurable, failures must be diagnosable, data access needs to be controlled, and costs have to stay within budget as usage inevitably climbs. Operationalizing AI capabilities responsibly, not just having access to powerful models, is the differentiator for organizations today.This report examines how organizations are integrating AI into real-world systems with capabilities like RAG and vector search patterns, agentic frameworks and workflows, multimodal models, and advanced automation. We also explore how teams manage context and data pipelines, enforce security and compliance practices, and design AI-aware architectures that can scale efficiently without turning into operational debt.
Generative AI
AI technology is now more accessible, more intelligent, and easier to use than ever before. Generative AI, in particular, has transformed nearly every industry exponentially, creating a lasting impact driven by its (delivered) promises of cost savings, manual task reduction, and a slew of other benefits that improve overall productivity and efficiency. The applications of GenAI are expansive, and thanks to the democratization of large language models, AI is reaching every industry worldwide.Our focus for DZone's 2025 Generative AI Trend Report is on the trends surrounding GenAI models, algorithms, and implementation, paying special attention to GenAI's impacts on code generation and software development as a whole. Featured in this report are key findings from our research and thought-provoking content written by everyday practitioners from the DZone Community, with topics including organizations' AI adoption maturity, the role of LLMs, AI-driven intelligent applications, agentic AI, and much more.We hope this report serves as a guide to help readers assess their own organization's AI capabilities and how they can better leverage those in 2025 and beyond.
Kubernetes in the Enterprise
In 2014, Kubernetes' first commit was pushed to production. And 10 years later, it is now one of the most prolific open-source systems in the software development space. So what made Kubernetes so deeply entrenched within organizations' systems architectures? Its promise of scale, speed, and delivery, that is — and Kubernetes isn't going anywhere any time soon.DZone's fifth annual Kubernetes in the Enterprise Trend Report dives further into the nuances and evolving requirements for the now 10-year-old platform. Our original research explored topics like architectural evolutions in Kubernetes, emerging cloud security threats, advancements in Kubernetes monitoring and observability, the impact and influence of AI, and more, results from which are featured in the research findings.As we celebrate a decade of Kubernetes, we also look toward ushering in its future, discovering how developers and other Kubernetes practitioners are guiding the industry toward a new era. In the report, you'll find insights like these from several of our community experts; these practitioners guide essential discussions around mitigating the Kubernetes threat landscape, observability lessons learned from running Kubernetes, considerations for effective AI/ML Kubernetes deployments, and much more.
Database Systems
In 2024, the focus around databases is on their ability to scale and perform in modern data architectures. It's not just centered on distributed, cloud-centric data environments anymore, but rather on databases built and managed in a way that allows them to be used optimally in advanced applications. This modernization of database architectures allows for developers and organizations to be more flexible with their data. With the advancements in automation and the proliferation of artificial intelligence, the way data capabilities and databases are built, managed, and scaled has evolved at an exponential rate.This Trend Report explores database adoption and advancements, including how to leverage time series databases for analytics, why developers should use PostgreSQL, modern, real-time streaming architectures, database automation techniques for DevOps, how to take an AI-focused pivot within database systems practices, and more. The goal of this Trend Report is to equip developers and IT professionals with tried-and-true practices alongside forward-looking industry insights to allow them to modernize and future-proof their database architectures.
Comments
Jan 22, 2025 · Naga Santhosh Reddy Vootukuri
yup and its so much easy to turn on a new feature in Live without a deployment.
Oct 10, 2024 · Naga Santhosh Reddy Vootukuri
Submitted change, waiting for it to be published.
Sep 20, 2024 · Lucy Marcum
Glad you liked it Dagmara
Jul 17, 2024 · Naga Santhosh Reddy Vootukuri
Hi Devu,
Of course !! I am glad you liked it :)