Pavan Madduri
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Pavan Madduri
@pavanmadduri.bsky.social
🇮🇳 Indian living in USA 🇺🇸 .
Building a Production-Ready Cloud-Native Platform: An End-to-End Architecture with CNCF Projects

From Code to Production: A Complete Reference Architecture Using Only Open Source CNCF Tools Published on December 31, 2025 | Reading Time: 25 minutes 🚀 Introduction: The Cloud-Native Puzzle Throughout…
Building a Production-Ready Cloud-Native Platform: An End-to-End Architecture with CNCF Projects
From Code to Production: A Complete Reference Architecture Using Only Open Source CNCF Tools Published on December 31, 2025 | Reading Time: 25 minutes 🚀 Introduction: The Cloud-Native Puzzle Throughout our 30-day CNCF project series, we've explored individual technologies—each solving specific challenges in cloud-native infrastructure. But here's the question every platform engineer asks: How do these pieces fit together? Today, we're building something special: a…
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January 10, 2026 at 3:43 AM
Kyverno – Kubernetes Policy Engine That Speaks YAML

🛡️ Day 30: Kyverno - Kubernetes Policy Engine That Speaks YAML Validate, Mutate, Generate & Secure Your Clusters Without Learning a New Language Published on January 5, 2026 | CNCF Project Series - 🎉 GRAND FINALE! Connect with me on LinkedIn 🎊…
Kyverno – Kubernetes Policy Engine That Speaks YAML
🛡️ Day 30: Kyverno - Kubernetes Policy Engine That Speaks YAML Validate, Mutate, Generate & Secure Your Clusters Without Learning a New Language Published on January 5, 2026 | CNCF Project Series - 🎉 GRAND FINALE! Connect with me on LinkedIn 🎊 Celebrating 30 Days of CNCF Projects! This marks the grand finale of our journey through the cloud-native ecosystem. Thank you for joining me on this incredible exploration of CNCF technologies!
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January 6, 2026 at 3:18 AM
Kgateway – The Next-Generation Kubernetes API Gateway

🌐 Day 29: Kgateway - The Next-Generation Kubernetes API Gateway Feature-Rich Gateway API Implementation Powered by Envoy Proxy Published on January 4, 2026 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Kgateway? Your Kubernetes…
Kgateway – The Next-Generation Kubernetes API Gateway
🌐 Day 29: Kgateway - The Next-Generation Kubernetes API Gateway Feature-Rich Gateway API Implementation Powered by Envoy Proxy Published on January 4, 2026 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Kgateway? Your Kubernetes cluster needs a front door—an intelligent gateway that routes external traffic to the right services, enforces security policies, handles rate limiting, and transforms requests.
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January 5, 2026 at 6:29 AM
Grafana – Where Your Data Becomes Beautiful Insights

📊 Day 28: Grafana - Where Your Data Becomes Beautiful Insights Visualize, Alert, and Explore Your Metrics, Logs, and Traces Published on January 3, 2026 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Grafana? Data is…
Grafana – Where Your Data Becomes Beautiful Insights
📊 Day 28: Grafana - Where Your Data Becomes Beautiful Insights Visualize, Alert, and Explore Your Metrics, Logs, and Traces Published on January 3, 2026 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Grafana? Data is everywhere—metrics from Prometheus, logs from Elasticsearch, traces from Jaeger, business data from PostgreSQL. But raw data is meaningless without visualization. When an incident strikes at 3 AM, you need dashboards that instantly reveal what's happening.
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January 4, 2026 at 4:27 AM
Prometheus – The Heartbeat of Cloud-Native Observability

🔥 Day 27: Prometheus - The Heartbeat of Cloud-Native Observability Monitor Everything, Alert on Anything, Scale Without Limits Published on January 2, 2026 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Prometheus? In a world of…
Prometheus – The Heartbeat of Cloud-Native Observability
🔥 Day 27: Prometheus - The Heartbeat of Cloud-Native Observability Monitor Everything, Alert on Anything, Scale Without Limits Published on January 2, 2026 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Prometheus? In a world of microservices, containers, and dynamic infrastructure, knowing what's happening inside your systems isn't just helpful—it's survival. When your e-commerce platform slows during Black Friday, when your API latency spikes at 3 AM, when your Kubernetes pods mysteriously restart—you need answers instantly.
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January 3, 2026 at 5:20 AM
Harbor

🚢 Day 26: Harbor - The Enterprise Container Registry You Can Trust Secure, Scan, Sign, and Scale Your Container Images Published on January 1, 2026 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Harbor? Your container images are the lifeblood of your applications. They contain…
Harbor
🚢 Day 26: Harbor - The Enterprise Container Registry You Can Trust Secure, Scan, Sign, and Scale Your Container Images Published on January 1, 2026 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Harbor? Your container images are the lifeblood of your applications. They contain your code, dependencies, and secrets. But where do you store them securely?
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January 2, 2026 at 2:56 AM
Rook

💾 Day 25: Rook - Cloud-Native Storage Orchestration for Kubernetes Turn Your Kubernetes Cluster Into a Self-Managing Storage Powerhouse Published on December 31, 2025 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Rook? Every stateful application—databases, message queues,…
Rook
💾 Day 25: Rook - Cloud-Native Storage Orchestration for Kubernetes Turn Your Kubernetes Cluster Into a Self-Managing Storage Powerhouse Published on December 31, 2025 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Rook? Every stateful application—databases, message queues, analytics platforms—depends on reliable persistent storage. But managing enterprise storage in Kubernetes has been notoriously challenging: provisioning volumes manually, configuring replication, handling disk failures, expanding capacity.
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January 1, 2026 at 3:48 AM
Kubeflow

🤖 Day 24: Kubeflow - The Machine Learning Toolkit for Kubernetes From Experimentation to Production ML at Scale Published on December 30, 2025 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Kubeflow? Building a machine learning model in a Jupyter notebook is one thing.…
Kubeflow
🤖 Day 24: Kubeflow - The Machine Learning Toolkit for Kubernetes From Experimentation to Production ML at Scale Published on December 30, 2025 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Kubeflow? Building a machine learning model in a Jupyter notebook is one thing. Running that model reliably in production, with automated retraining, versioning, monitoring, and scaling, is an entirely different challenge.
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December 31, 2025 at 2:56 AM
Karmada

🌐 Day 23: Karmada - Kubernetes Multi-Cloud Federation Made Simple Run Workloads Across Multiple Clusters Like a Single Kubernetes Deployment Published on December 29, 2025 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Karmada? Imagine managing workloads across 50 Kubernetes…
Karmada
🌐 Day 23: Karmada - Kubernetes Multi-Cloud Federation Made Simple Run Workloads Across Multiple Clusters Like a Single Kubernetes Deployment Published on December 29, 2025 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Karmada? Imagine managing workloads across 50 Kubernetes clusters spread across AWS, Azure, GCP, and on-premise data centers—all from a single control plane using standard Kubernetes APIs.
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December 30, 2025 at 5:43 AM
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December 29, 2025 at 2:56 AM
Kagent

Kagent 🚀 Day 21: Kagent - Your AI-Powered Kubernetes Operations Assistant Revolutionizing Kubernetes Management with Intelligent Automation Published on December 27, 2025 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Kagent? Imagine having an intelligent assistant that…
Kagent
Kagent 🚀 Day 21: Kagent - Your AI-Powered Kubernetes Operations Assistant Revolutionizing Kubernetes Management with Intelligent Automation Published on December 27, 2025 | CNCF Project Series Connect with me on LinkedIn 🎯 What is Kagent? Imagine having an intelligent assistant that understands your Kubernetes infrastructure, speaks natural language, and can troubleshoot, analyze, and manage your clusters without requiring you to remember complex kubectl commands or YAML syntax.
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December 28, 2025 at 3:45 AM
SPIFFE: Zero-Trust Identity for Cloud-Native – The Universal Standard for Workload Authentication in Distributed Systems

CNCF Projects: 30 Days Post Series - Day 20 Published on December 26, 2025 | Reading Time: 26 minutes 🔐 Introduction: The Identity Crisis in Cloud-Native In traditional…
SPIFFE: Zero-Trust Identity for Cloud-Native – The Universal Standard for Workload Authentication in Distributed Systems
CNCF Projects: 30 Days Post Series - Day 20 Published on December 26, 2025 | Reading Time: 26 minutes 🔐 Introduction: The Identity Crisis in Cloud-Native In traditional infrastructure, identity was simple: servers had IP addresses, users had passwords, and firewalls protected the perimeter. But in cloud-native environments with ephemeral containers, auto-scaling pods, and multi-cloud deployments, the question "who are you?" becomes incredibly complex.
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December 27, 2025 at 3:24 AM
TUF: The Security Framework Protecting Billions of Software Updates from Supply Chain Attacks

CNCF Projects: 30 Days Post Series - Day 19 Published on December 25, 2025 | Reading Time: 22 minutes 🚀 Introduction: The Software Update Security Crisis Imagine this: You download a critical security…
TUF: The Security Framework Protecting Billions of Software Updates from Supply Chain Attacks
CNCF Projects: 30 Days Post Series - Day 19 Published on December 25, 2025 | Reading Time: 22 minutes 🚀 Introduction: The Software Update Security Crisis Imagine this: You download a critical security update for your application, but instead of fixing vulnerabilities, it installs malware that compromises your entire infrastructure. This isn't a hypothetical scenario—it's happened to major companies like SolarWinds, affecting 18,000+ organizations including government agencies and Fortune 500 companies.
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December 26, 2025 at 3:35 AM
etcd: The Heart of Kubernetes – Distributed, Reliable Key-Value Store Powering Cloud-Native Infrastructure

CNCF Projects: 30 Days Post Series - Day 18 Published on December 24, 2025 | Reading Time: 24 minutes 🔐 Introduction: The Foundation of Cloud-Native Infrastructure Every decision made in…
etcd: The Heart of Kubernetes – Distributed, Reliable Key-Value Store Powering Cloud-Native Infrastructure
CNCF Projects: 30 Days Post Series - Day 18 Published on December 24, 2025 | Reading Time: 24 minutes 🔐 Introduction: The Foundation of Cloud-Native Infrastructure Every decision made in Kubernetes—every pod scheduled, every service created, every configuration applied—relies on a single source of truth for consensus. That source is etcd, a CNCF graduated project that serves as the distributed, reliable key-value store at the heart of Kubernetes and countless other cloud-native systems.
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December 25, 2025 at 3:53 AM
Dapr: Distributed Application Runtime – The Universal Abstraction Layer for Building Resilient, Polyglot Cloud-Native Applications

CNCF Projects: 30 Days Post Series - Day 17 Published on December 23, 2025 | Reading Time: 22 minutes 🚀 Introduction: The Distributed Application Challenge Building…
Dapr: Distributed Application Runtime – The Universal Abstraction Layer for Building Resilient, Polyglot Cloud-Native Applications
CNCF Projects: 30 Days Post Series - Day 17 Published on December 23, 2025 | Reading Time: 22 minutes 🚀 Introduction: The Distributed Application Challenge Building distributed applications is hard. You need to worry about state management, service invocation across networks, pub/sub messaging, distributed transactions, secrets, configuration, observability, and resilience patterns. Each of these requires different libraries, frameworks, and expertise. Now imagine you could abstract all of this complexity behind a simple, language-agnostic API.
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December 24, 2025 at 3:47 AM
Cilium: eBPF-Powered Networking Magic – The Future of Cloud-Native Security and Observability

CNCF Projects: 30 Days Post Series - Day 15 Published on December 21, 2025 | Reading Time: 22 minutes 🚀 Introduction: The Networking Revolution Imagine a world where network policies are enforced at the…
Cilium: eBPF-Powered Networking Magic – The Future of Cloud-Native Security and Observability
CNCF Projects: 30 Days Post Series - Day 15 Published on December 21, 2025 | Reading Time: 22 minutes 🚀 Introduction: The Networking Revolution Imagine a world where network policies are enforced at the kernel level with microsecond latencies, where you can observe all network traffic across your cluster without instrumenting a single line of application code, and where security policies adapt automatically based on application behavior.
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December 22, 2025 at 2:55 AM
OpenFeature: Revolutionizing Feature Flag Management – Your Gateway to Vendor-Neutral, Cloud-Native Feature Toggles

CNCF Projects: 30 Days Post Series - Day 14 Published on December 20, 2025 | Reading Time: 20 minutes 🎯 Introduction: The Feature Flag Revolution Imagine deploying code to production…
OpenFeature: Revolutionizing Feature Flag Management – Your Gateway to Vendor-Neutral, Cloud-Native Feature Toggles
CNCF Projects: 30 Days Post Series - Day 14 Published on December 20, 2025 | Reading Time: 20 minutes 🎯 Introduction: The Feature Flag Revolution Imagine deploying code to production multiple times a day, controlling feature rollouts with a simple toggle, A/B testing new features on specific user segments, and rolling back problematic changes instantly—all without redeploying your application. This isn't science fiction; it's the power of…
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December 21, 2025 at 4:58 AM
Flux: GitOps at Scale – Automate Kubernetes Deployments with Git as the Single Source of Truth

CNCF Projects: 30 Days Post Series - Day 13 Reading Time: 18 minutes 🚀 Introduction: The GitOps Revolution Imagine a world where your entire Kubernetes infrastructure is defined in Git repositories, and…
Flux: GitOps at Scale – Automate Kubernetes Deployments with Git as the Single Source of Truth
CNCF Projects: 30 Days Post Series - Day 13 Reading Time: 18 minutes 🚀 Introduction: The GitOps Revolution Imagine a world where your entire Kubernetes infrastructure is defined in Git repositories, and every change to your cluster happens automatically through Git commits. No manual kubectl commands, no configuration drift, no more "it works on my machine" problems. This is the promise of…
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December 20, 2025 at 2:23 AM
Chaos Mesh: Master Chaos Engineering and Build Unbreakable Kubernetes Systems

CNCF Projects: 30 Days Post Series - Day 12 Chaos Mesh Reading Time: 20 minutes 💥 Introduction: The Chaos You Need to Build Resilience Picture this: It's Black Friday, your e-commerce platform is handling 10× normal…
Chaos Mesh: Master Chaos Engineering and Build Unbreakable Kubernetes Systems
CNCF Projects: 30 Days Post Series - Day 12 Chaos Mesh Reading Time: 20 minutes 💥 Introduction: The Chaos You Need to Build Resilience Picture this: It's Black Friday, your e-commerce platform is handling 10× normal traffic, and suddenly your database connection pool gets exhausted. Orders are failing, customers are frustrated, and revenue is bleeding. You scramble to fix it, but the damage is done.
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December 19, 2025 at 2:55 AM
OpenCost: Unlock Real-Time Kubernetes Cost Visibility and Optimization

CNCF Projects: 30 Days Post Series - Day 11 Reading Time: 18 minutes 💰 Introduction: The Hidden Cost Crisis in Kubernetes Kubernetes has revolutionized application deployment, but it introduced a new challenge: cost visibility.…
OpenCost: Unlock Real-Time Kubernetes Cost Visibility and Optimization
CNCF Projects: 30 Days Post Series - Day 11 Reading Time: 18 minutes 💰 Introduction: The Hidden Cost Crisis in Kubernetes Kubernetes has revolutionized application deployment, but it introduced a new challenge: cost visibility. Organizations running containerized workloads often face a sobering reality—their cloud bills are growing exponentially, yet they have no clear insight into which teams, applications, or namespaces are consuming resources.
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December 18, 2025 at 5:01 AM
CNCF Projects: 30 Days Post Series – Day 10

Fluentd: The Universal Data Collector That Unifies Your Logging Layer Reading Time: 15 minutes 🌊 Introduction: The Data Collection Challenge In modern distributed systems, applications generate logs across hundreds or thousands of servers, containers,…
CNCF Projects: 30 Days Post Series – Day 10
Fluentd: The Universal Data Collector That Unifies Your Logging Layer Reading Time: 15 minutes 🌊 Introduction: The Data Collection Challenge In modern distributed systems, applications generate logs across hundreds or thousands of servers, containers, and services. These logs come in different formats—JSON, plain text, syslog, Apache logs, and custom formats. Without a unified approach, managing this data becomes a nightmare. Enter…
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December 17, 2025 at 1:39 AM
KubeEdge: Extending Kubernetes to the Edge – Where Cloud Meets IoT

KubeEdge: Extending Kubernetes to the Edge - Where Cloud Meets IoT CNCF Projects: 30 Days Post Series - Day 9: KubeEdge Welcome to Day 9 of our 30-day exploration of Cloud Native Computing Foundation (CNCF) projects! Today we're…
KubeEdge: Extending Kubernetes to the Edge – Where Cloud Meets IoT
KubeEdge: Extending Kubernetes to the Edge - Where Cloud Meets IoT CNCF Projects: 30 Days Post Series - Day 9: KubeEdge Welcome to Day 9 of our 30-day exploration of Cloud Native Computing Foundation (CNCF) projects! Today we're venturing beyond traditional data centers into the exciting world of edge computing with KubeEdge - a project that brings Kubernetes orchestration to resource-constrained edge devices and IoT scenarios.
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December 16, 2025 at 1:54 AM
CNCF Projects: 30 Days Post Series – Day 8: Dragonfly

Dragonfly: Intelligent P2P-Based File Distribution for Cloud-Native Welcome to Day 8 of our 30-day exploration of Cloud Native Computing Foundation (CNCF) projects! Today we're examining Dragonfly, an innovative intelligent P2P-based file…
CNCF Projects: 30 Days Post Series – Day 8: Dragonfly
Dragonfly: Intelligent P2P-Based File Distribution for Cloud-Native Welcome to Day 8 of our 30-day exploration of Cloud Native Computing Foundation (CNCF) projects! Today we're examining Dragonfly, an innovative intelligent P2P-based file distribution system that solves a critical challenge in large-scale container deployments: efficiently distributing images and files across thousands of nodes. What is Dragonfly? Dragonfly is a CNCF incubating project that provides intelligent, P2P-based file distribution and image acceleration.
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December 15, 2025 at 5:08 AM
CNCF Projects: 30 Days Post Series – Day 7: CoreDNS

CoreDNS: Flexible, Extensible DNS Server for Cloud-Native Environments Welcome to Day 7 of our 30-day exploration of Cloud Native Computing Foundation (CNCF) projects! Today we're diving into CoreDNS, the DNS server that has become the default…
CNCF Projects: 30 Days Post Series – Day 7: CoreDNS
CoreDNS: Flexible, Extensible DNS Server for Cloud-Native Environments Welcome to Day 7 of our 30-day exploration of Cloud Native Computing Foundation (CNCF) projects! Today we're diving into CoreDNS, the DNS server that has become the default DNS provider for Kubernetes and a critical component of cloud-native infrastructure. What is CoreDNS? CoreDNS is a CNCF graduated project that serves as a flexible, extensible DNS server written in Go.
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December 14, 2025 at 6:15 AM