Author

Saugata Datta

I’m an IT/DevOps professional with many years of hands-on experience across Windows, Linux, Automation, Backup and Cloud. I love building real-world automations to make infrastructure reliable, secure, and self-healing. Through this blog, I share practical learnings from enterprise projects and my home-lab experiments on Cloudflare, Self-Hosting and everything in between. Always tinkering, always improving.

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Artificial Intelligence

When Plugins Move Markets: Lessons from a Single-Day “SaaSpocalypse”

Anthropic’s rapid rollout of open‑source plugins for Claude Cowork—especially a legal workflow plugin—triggered a market shock that erased roughly $285 billion in software, legal‑tech, and related stocks in a single day. The episode is less about one technical breakthrough and more about a strategic shift: model providers are moving from offering raw capability to delivering vertical workflows. That marginal step changes how value is captured across the enterprise software stack…

Saugata DattaFeb 6, 20264 min read795

Cybersecurity

Microsoft Adds Native System Monitor (Sysmon) Support to Windows 11

Microsoft has begun shipping System Monitor (Sysmon) as a native, opt-in capability in Windows 11 preview builds. This change moves a widely used, high-fidelity endpoint telemetry tool from an optional Sysinternals download to an OS-managed feature. For security teams, IT operations, and incident responders, native Sysmon promises simpler deployment, stronger integration with Windows management channels, and a more consistent telemetry baseline across managed fleets — provided organizations adopt it carefully…

Saugata DattaFeb 6, 20266 min read883

Artificial Intelligence

Introducing Claude Opus 4.6

Claude Opus 4.6 is Anthropic’s latest Opus-class model, released February 5, 2026. It focuses on sustained, agentic intelligence for real knowledge work: improved planning and multi-step execution, stronger code review and debugging across large repositories, and a first-in-class Opus‑variant with a 1M‑token context window in beta. Anthropic pairs these capabilities with new API controls—effort, adaptive thinking, and context compaction—plus product integrations that extend the model into everyday work tools. The…

Saugata DattaFeb 6, 20266 min read941

Cybersecurity

India AI Impact Summit 2026 — Global AI Leadership

India AI Impact Summit 2026 in New Delhi brings together governments, industry, researchers, civil society, and international partners under the banner “Global AI Leadership” to explore how artificial intelligence can be deployed at scale for social and economic impact. With large-scale registrations reported and delegates expected from over 100 countries, the summit is framed as a moment to align policy, infrastructure, talent, and practical deployments for inclusive and trustworthy AI…

Saugata DattaFeb 3, 20266 min read975

Linux

Understanding GPO Inheritance and Blocking: Troubleshooting in Windows Domain Environments

Group Policy Objects (GPOs) are the backbone of centralized management in Windows domain environments. From enforcing password complexity to deploying software, GPOs shape the configuration and security of every computer within an organization. While the concept of GPO inheritance promises simplicity—policies defined high up in the Active Directory (AD) hierarchy flow down to all subordinate units—the reality encountered by administrators can quickly grow complex and bewildering. Recognizing how inheritance works…

Saugata DattaJan 20, 20263 min read870

Automation

Living with Smart Homes: How Connected Devices Are Reshaping Everyday Life

The concept of a “smart home” once sounded futuristic, but today, it’s quickly becoming part of ordinary life. A smart home ecosystem is more than just a collection of cool gadgets—it’s about seamlessly integrating devices to work together, make routines easier, and unlock conveniences that were hard to imagine just a decade ago. Whether you’re dimming the lights with a voice command or unlocking your door remotely, the ways smart…

Saugata DattaJan 18, 20266 min read1K

Automation

How to Automate GPO Tasks in Active Directory: PowerShell Techniques with Practical Examples

Automating Group Policy Object (GPO) tasks in Active Directory is critical for large organizations and IT administrators managing a high volume of policies. PowerShell provides enterprise-grade automation capabilities to create, modify, and deploy GPOs efficiently, reducing manual effort and minimizing errors. This guide dives deep into automating GPO management with PowerShell, showing step-by-step scripting techniques for both user and computer GPOs—all with hands-on examples. Automating GPO Creation at Scale Manually…

Saugata DattaJan 16, 20265 min read1K

Artificial Intelligence

Self-Hosted N8N on Affordable VPS: Practical Guide, Cost Comparisons, and Agentic AI Use Cases

Harnessing the power of self-hosted automation tools is transforming the way individuals and businesses streamline tasks. n8n (pronounced “n-eight-n”) is an open-source workflow automation tool known for its flexibility and the control it offers over data privacy and integrations. When paired with the capabilities of Agentic AI, it opens the door to advanced, intelligent workflows—without ever relying on expensive, proprietary platforms. Why Choose Self-Hosting For n8n? Opting to self-host n8n,…

Saugata DattaJan 16, 20264 min read922

Automation

Face-Off: Windows PowerShell vs PowerShell Core — The Real-World Transition

PowerShell has come a long way since its inception, becoming an essential tool not only for Windows administrators but also for IT professionals working across platforms. The transition from the original Windows PowerShell to PowerShell Core represents more than just a version change—it’s a fundamental evolution in how command-line automation and configuration management are approached in the modern IT landscape. For those who have relied on the familiar blue prompt…

Saugata DattaJan 16, 20264 min read1.1K

Automation

PowerShell in DevOps Workflows — GitHub Actions & CI/CD

PowerShell’s evolution from a Windows-centric scripting language to a cross-platform automation powerhouse has firmly planted it in the heart of modern DevOps. Nowhere is this transformation more apparent than in the continuous integration and continuous deployment (CI/CD) pipelines that drive reliable software delivery. GitHub Actions, with its ease of workflow automation and native integration with the world’s largest code hosting platform, empowers DevOps teams to use PowerShell in ways that…

Saugata DattaJan 15, 20264 min read1K

Azure

The Ultimate Command Center for AdGuard Home Power Users

The Problem: "Friction & Context Switching" Whether you run a single AdGuard Home instance on a Raspberry Pi or manage a fleet across multiple locations, the daily management experience often feels disconnected. To simply check if your server is online, pause protection for a quick test, or block an annoying tracker, you have to: It doesn't seem like much, but it adds up. That tiny bit of friction often means…

Saugata DattaJan 5, 20265 min read1K

PowerShell

Mange SOLIDserver EfficientIP IPAM form PowerShell

Recently I worked on an automation for cloud infra, where I had to perform different task for AWS and Azure, and both linked with SOLIDserver EfficientIP IPAM. For Azure : We had to use pipeline to deploy new resource group and during this deployment process EfficientIP will give the next available subnet for network creation and update its own database at every end.For AWS : We had to sync all…

Saugata DattaJun 9, 20222 min read3.2K

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