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Somewhere in your organisation right now, someone on your team has connected an AI agent to a shared drive, a CRM, or a customer database — and IT has no idea it exists. That’s shadow AI, and it’s spreading through companies faster than shadow IT ever did. I’ve spent more than two decades in this…
For the last few years, AI in the workplace has played one role consistently: the assistant that waits for a question. You typed a prompt, it typed back an answer, and the actual work — sending, updating, and deciding what happens next — stayed entirely in human hands. That role is quietly ending. Over 20+…
For the last three years, the AI conversation lived entirely inside a chat window. In 2026 Whoever sees Nvidia Events, Now say AI is walking out the door — literally, on legs, wheels, and robotic arms. Physical AI, the fusion of intelligent software with machines that sense and act in the real world, has quietly…
Every major shift in technology starts the same way: something takes power away from where it used to live and puts it somewhere more convenient. The app did that to the browser. Now AI is about to do it to the app. My two decades in tech have been a journey of relentless innovation, from…
Every enterprise wants an AI agent that can read the contract, touch the customer database, and make a decision — and almost every enterprise is terrified to let it. That fear isn’t paranoia. It’s a correct read of where the risk actually lives: not in the model, but in the moment data gets processed. I’ve…
Walk into any boardroom in 2026 and you’ll hear it within the first ten minutes: “We need a frontier AI model strategy.” Nobody stops to define it. Everybody nods anyway. I’ve spent 20+ years in tech, moving from writing the code myself to leading the initiatives that decide which technology a company bets its future…
A director at a mid-sized software company recently told me her team went from eleven direct reports to four in few months — and shipped more. Not because she cut headcount. Because the layer of coordination that used to require three managers now runs through an orchestration layer of AI agents that never miss a…
A year ago, “AI agent” was a buzzword teams used in slide decks. Today, it’s a colleague. It opens pull requests, triages bugs overnight, and writes the first draft of the code your team ships tomorrow. If that sentence doesn’t unsettle you a little, you haven’t looked closely enough at what’s actually happening inside engineering…
On 7 August 2026 at 2:00 AM, NextStruggle.com production WordPress database was behaving erratically, Our backend data processing scripts stop working as we keep getting Telegram notifications alerts, WP administrator login started failing. Within minutes of diving into the issue, the reality set in: this wasn’t a standard configuration glitch or a faulty plugin update.…
Cybersecurity teaches us an uncomfortable truth: A strong lock protects the door, but it cannot protect a window that was never secured. Recently NextStruggle had been attacked with WP2Shell vulnerability, Initial our obvious assumption was that an administrator account had been hacked. Though website had two-factor authentication (2FA) enabled. Administrator passwords were protected. AWS infrastructure…
Artificial Intelligence is evolving rapidly. Large Language Models (LLMs) can now reason, write code, generate designs, automate workflows, and assist with complex decision-making. However, for AI to deliver real business value, it must move beyond answering questions—it must interact with the software and systems organizations already use. For years, APIs and plugins were the primary…
Artificial Intelligence has become remarkably capable of writing, coding, analyzing documents, creating images, generating videos, and answering complex questions. Yet for all its intelligence, one challenge remained for years: AI could think, but it could not interact with the outside world in a standardized way. Imagine hiring the world’s smartest engineer and locking them inside…
Modern technology is built on distributed systems. From global cloud platforms and financial networks to social media platforms, AI infrastructure, and enterprise applications, almost every large-scale digital product depends on systems that operate across multiple machines, regions, and environments. Distributed systems allow organizations to achieve: However, as systems grow, they eventually encounter the same fundamental…
The technology industry celebrates creation. Every roadmap meeting begins with ideas about what can be added next. Product discussion brings another opportunity to expand functionality. Customer request feels like a reason to build more. But history has repeatedly shown that the greatest technology breakthroughs are not always created by adding more. They are created by…
For more than three decades, Adobe Photoshop has been one of the most influential tools in creative history. It transformed how designers edited images, manipulated visuals, created advertisements, and delivered professional creative work. Entire industries evolved around Photoshop. Design agencies, photographers, publishers, marketers, and content creators built workflows that depended on it. Yet despite its…
AskDushyant AI: Turning Experience Into Scalable Conversations
Over the past two decades, I have had the privilege of engaging with thousands of professionals, entrepreneurs, students, technologists, and curious minds. Whether through corporate discussions, startup mentoring, technology consultations, social media interactions, or simple conversations over a cup of tea, one thing remained constant: People had questions, and they were seeking practical answers grounded…
The next wave of artificial intelligence will not belong to those who merely use foundation models. It will belong to those who adapt them. As generative AI transforms industries ranging from entertainment and gaming to healthcare and marketing, organizations increasingly seek ways to customize models for their unique requirements. Generic outputs no longer satisfy businesses…
Why Business Leaders Are Betting AI, Imagine a manufacturing plant that operates 24Ă—7 without shift rotations, manual supervision, or production downtime. The machines communicate in real time, AI systems optimize workflows continuously, and robotic systems manufacture products with microscopic precision. This is not a futuristic fantasy anymore, Dark Factory is transforming global manufacturing economics. Companies are no…
Imagine a Factory That Never Sleeps, operating 24Ă—7 without lunch breaks, shift changes, or even lights switched on. Machines communicate with each other in real time. Robotic arms assemble products with microscopic precision. AI systems predict failures before they happen. Autonomous vehicles move materials across the floor silently. Human presence is minimal. Welcome to the…
Running Ollama inside WSL (Windows Subsystem for Linux) is a great way to supercharge your local AI Setup with large language models. By default, Ollama binds to 127.0.0.1:11434 inside WSL, which means it’s only accessible from within the Linux-windows environment. If you want to call Ollama’s API from Windows applications or even other devices on…
