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Siri Varma Vegiraju is an expert in healthcare, cloud computing, and security. Currently, he focuses on securing Azure Cloud workloads, leveraging his extensive experience in distributed systems and real-time streaming solutions. Prior to his current role, Siri contributed significantly to cloud observability platforms and multi-cloud environments. He has demonstrated his expertise through notable achievements in various competitive events and as a judge and technical reviewer for leading publications. Siri frequently speaks at industry conferences on topics related to Cloud and Security and holds a Masters Degree from University of Texas, Arlington with a specialization in Computer Science.

Kubernetes, observability, tracing, kubernetes observability, Grafana labs, kubernetes, observe, tool, Datadog, data, observability, kubernetes Docker Granulate observability

Configuring NVIDIA NeMo Agent Toolkit With Docker Model Runner 

Enhancing AI Agent reliability through advanced observability using NVIDIA NeMo and Docker Model Runner (DMR) ...
Siri Varma Vegiraju | April 24, 2026 | Agent Observability, Agentic Systems, AI agents, Docker Model Runner (DMR), Docker Models Hub, LLM Tracing, Local Inference, NVIDIA NeMo, OpenTelemetry (OTel), ReAct Agent, smollm2, telemetry
CNCF, cloud native, NVIDIA, AI, Peritus microservices

Build and Orchestrate Agents Using Docker cagent 

Docker's cagent is a new open-source framework that simplifies the deployment of AI agents, allowing users to create everything from basic Hello World agents to complex multi-agent workflows using a declarative YAML ...
Siri Varma Vegiraju | February 10, 2026 | agent capabilities, AI agents, AI applications, automated workflows, composable workflows, deployment, Docker cagent, GraphQL, lightweight agents, Model Context Protocol (MCP), multi-agent processing, open-source framework, rapid development, technical integration, vendor-agnostic stack, YAML configuration
Dapr, Wasm, Red Hat, telcommunications, Dapr application security distributed cloud mobile apps

Building Cloud-Native Agentic Systems With Dapr Agents

Learn how Dapr agents enable building secure, scalable, cloud-native AI systems with seamless Kubernetes integration, fault recovery, and agentic workflows ...
Siri Varma Vegiraju | October 13, 2025 | agentic AI, AI automation, AI frameworks, AI orchestration, API integration, cloud computing, cloud-native applications, containerized deployment, Dapr, Dapr actors, Dapr Agents, Dapr workflows, devops, distributed application runtime, distributed systems, event-driven architecture, fault tolerance, Kubernetes integration, microservices, multi-agent systems, OpenAIChatClient, Python agents, RBAC, RoundRobinOrchestrator, scalable infrastructure
LLMs, models, Cilium Rafay Systems OPA observability platform

Open Source Tooling to Run Large Language Models Without GPUs Locally

The best way to prototype is to start by running the models locally. In this article, we will explore the various options available for running models locally, along with the trade-offs involved ...
Siri Varma Vegiraju | July 24, 2025 | docker, kubernetes, LLMs, open source tooling

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From Experimentation to Production: Why Inference Is the Defining Layer of AI
4 June 2026
From Experimentation to Production: Why Inference Is the Defining Layer of AI
From Weeks to Minutes: A Practical Blueprint for Simplified Data Integration and Access
28 May 2026
From Weeks to Minutes: A Practical Blueprint for Simplified Data Integration and Access
The AI Reality Check – Operationalizing for Business Value
27 May 2026
The AI Reality Check – Operationalizing for Business Value
Beyond Embedded! RISC-V in the Performance CPU segment
27 May 2026
35 Million Lines, Zero Build-Breakers: How Adyen Scaled DevSecOps
23 June 2026
35 Million Lines, Zero Build-Breakers: How Adyen Scaled DevSecOps
How to Conduct AI-Native Bug Discovery & Triage
18 June 2026
How to Conduct AI-Native Bug Discovery & Triage
Toxic Flows: When Your Agent Skill Becomes a Supply Chain Attack
18 June 2026
Toxic Flows: When Your Agent Skill Becomes a Supply Chain Attack

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Kubernetes v1.36 Promotes Stability, Compatibility & Reproducibility

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Report: Utilization of Kubernetes Infrastructure Remains Abysmal

April 21, 2026

Solo.io Extends kagent Runtime to NemoClaw Governance Framework for AI Agents

May 8, 2026

AWS Drives Kubernetes Simplification With EKS Hybrid Nodes Gateway

May 4, 2026

Trilio Extends Disaster Recovery Reach to Red Hat OpenShift Virtualization

May 7, 2026

RECENT POSTS

Red Hat Delivers On-Premises Cost Telemetry to Meet Data Sovereignty Demands
Cloud-Native Platforms Data Governance Digital Transformation Features Kubernetes Governance Kubernetes in the Enterprise News Social - Facebook Social - LinkedIn Social - X 

Red Hat Delivers On-Premises Cost Telemetry to Meet Data Sovereignty Demands

May 15, 2026 Steven Vaughan-Nichols 0
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Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

The Inference Bottleneck: Architecting Kubernetes Autoscaling for Production LLMs 

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Red Hat Expands OpenShift Application Development Environment

May 14, 2026 Mike Vizard 0
Why Observability is Critical for Modern Cloud‑Native Systems
Cloud-Native Architecture Cloud-Native Development Contributed Content Observability Social - Facebook Social - LinkedIn Social - X Topics 

Why Observability is Critical for Modern Cloud‑Native Systems

May 14, 2026 Johnbosco Ejiofor 0
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Designing Cloud-Native Performance Management Platforms That Scale Across the Enterprise 

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