As a Product Manager, it's essential to translate emerging technology standards into strategic product thinking. Here’s a blog-style breakdown of MCP: what it is, why it matters, and a simple use-case to make it concrete. What is MCP? At its core, MCP is an open protocol that
Prerequisites: Setting Up Your Windows Environment Before we install anything, ensure your Windows machine is CLI-ready: 1. PowerShell or Command Prompt: Windows 10/11 comes with PowerShell—use it for better scripting. Open it via Win + X > Windows PowerShell. 2. API Keys: You'll need accounts with Google
From recognizing patterns to mimicking human interactions, here’s how AI is transforming our world. Artificial Intelligence (AI) is no longer a futuristic concept—it’s woven into the fabric of daily life. From unlocking your phone with facial recognition to predicting flight delays, AI’s quietly revolutionizing industries and
Large Language Models (LLMs) like ChatGPT are powerful, but they don't automatically know everything—especially about your private documents, business data, or niche subjects. Fortunately, there are ways to add reference material to help LLMs generate more accurate and helpful responses. Here are the three main methods to
Retrieval-Augmented Generation (RAG) enhances large language models (LLMs) by combining them with external data sources to provide contextually relevant and accurate responses. This tutorial guides you through setting up a fully local RAG system using user-friendly UI tools: Open WebUI for the chat interface and RAG pipeline, n8n for workflow
A well-defined product strategy is the foundation of any successful product. It aligns teams, guides decision-making, and ensures that the product delivers value to both the business and its customers. But how do you go about creating one? In this blog post, we’ll break down the key steps to
In product management, defining a clear and compelling problem statement is a crucial first step in building successful products. A well-crafted problem statement aligns stakeholders, focuses teams on solving real user pain points, and ensures that development efforts deliver meaningful impact. But how do you create one effectively? Let’s
Effective prioritization is at the heart of product management. With limited resources and an ever-growing list of features, improvements, and technical debt, choosing what to build next is a challenge. This is where prioritization frameworks come in. Several widely used frameworks in product management include MoSCoW, RICE, WSJF, and others.
As a product manager, you’re the bridge between the tech wizards building AI and the users who’ll rely on it. Whether it’s a chatbot answering questions, a recommendation engine pushing content, or a vision system spotting defects, your job is to ensure it works—not just in
As a Product Manager, you’re constantly juggling competing priorities: delivering value to customers, streamlining internal processes, and ensuring your team is working as efficiently as possible. In this fast-paced environment, tools that save time, reduce friction, and enable automation are worth their weight in gold. Enter n8n.io, a
In today’s fast-paced digital landscape, third-party integrations have become a cornerstone of product strategy. Whether you’re the integrator leveraging external tools or the vendor offering your product as an integration, these partnerships can unlock significant value. However, they also come with their own set of challenges. Let’s
Stable Diffusion has revolutionized the world of AI-generated art, offering users the ability to create stunning images from text prompts. If you're interested in hosting your own instance of the popular Stable Diffusion WebUI developed by AUTOMATIC1111, this guide will walk you through the process step-by-step. By self-hosting,
