Model Context Protocol: Bridging LLMs and Real-World Use

As an AI enthusiast, I’ve observed the remarkable journey from simple chat-based AI tools like ChatGPT, Gemini, DeepSeek etc. to more integrated and sophisticated systems. Over the past few years, these language models have transformed how we interact with AI.

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Why Modern Enterprises Need a Secure Software Supply Chain Strategy

Imagine building a fortress but leaving the backdoor wide open. That’s what happens when enterprises overlook software supply chain security. With cyberattacks growing smarter and third-party dependencies increasing, one vulnerable link can compromise your entire ecosystem.

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Advanced CI/CD Pipeline Strategies: Multi-Stage Deployments, Progressive Delivery, and Feature Flagging

Gone are the days when CI/CD pipelines simply meant pushing code to production after a few automated tests. Modern software delivery demands smarter, safer, and more controlled deployment strategies, especially as applications grow in

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The Real ROI of DevSecOps: How Security-First CI/CD Reduces Business Risk and Downtime

Businesses need to release software updates and new features faster than ever. They often use Continuous Integration/Continuous Delivery (CI/CD) pipelines for this. But this drive for speed can also bring

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What are the CIS Benchmarks for Cloud Security

From the past few years, cloud security has become a top priority for organizations of all sizes. As businesses increasingly migrate their operations to the cloud, ensuring robust security measures is no longer optional, it’s a necessity. The Center for Internet Security (CIS) Benchmarks provide a comprehensive framework to.

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Deploying Machine Learning Models in Production with Kubernetes

Here and there, we hear a lot about artificial intelligence (AI) and machine learning (ML) models, but building a high-performing model is only half the battle. The real challenge lies in Enterprise ML Model Deployment with Kubernetes ensuring that these models.

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Data Replication Across Multi-Cloud – Strategies and Code Walkthrough

Businesses are increasingly adopting multi-cloud strategies to leverage the unique strengths of different cloud providers, avoid vendor lock-in, and ensure high availability and disaster recovery.  However, managing data across multiple clouds presents.

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Why Data Governance is the Unsung Hero of Streaming Platforms

In our latest Code & Deploy podcast, we sat down with our experts, Deepak and Ramneek from OpsTree Solutions to explore the world of data streaming. While tools like Kafka and Flink power real-time data processing, one of the most crucial yet overlooked aspects is data governance.

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Security Chaos Engineering: Breaking Systems to Build Resilience

Ensuring the security and resilience of complex systems is a significant challenge for organizations. Traditional approaches to cybersecurity often focus on identifying and patching vulnerabilities. While these methods are essential, they may not address how systems

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Cloud-Native Application Development: A Full Lifecycle Approach

Modern challenges require modern solutions, and cloud-native application development delivers just that. By embracing a full lifecycle approach, businesses can design, build, and scale applications with unmatched flexibility. Let’s explore how

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Dynamic Infrastructure Provisioning with Serverless DevOps

What if managing your infrastructure felt less like a chore and more like an enabler for your team? With Serverless Infrastructure Automation and Dynamic Infrastructure Provisioning powered by DevOps, this is now a reality. By embracing serverless DevOps

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What is a Network Operations Center (NOC)

A Network Operations Center (NOC) often pronounced “knock,” is a centralized hub where teams monitor, supervise, and maintain an organization’s IT resources, such as databases, networks, external services, and firewalls. These centers enable remote monitoring and maintenance.

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