Category: AI & Machine Learning
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Saving Time with AI: Your Personal Calendar Assistant
The Problem: Calendar Management Chaos Life is unpredictable. If you’re a parent, you know the struggle: your child’s school schedule changes, extracurricular classes get added, gym routines shift. If you’re a student, professors send updated timetables mid-semester. Suddenly, you need to update not just your calendar, but also inform family members and sync everything across…
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Measuring AI Adoption: Why Acceptance Rate Works – But Only at the Start
A few months ago, I noticed acceptance rate showing up everywhere in AI adoption metrics. Managers wanted to see it jump from 20% to 50%. Development teams got measured by it. Charts appeared in all-hands presentations. But the more I looked into it, the more something felt off. After talking to industry researchers and teams…
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From One Picture to a Board Game: How AI Helped Me Build a Game in One Afternoon
It Started with a Photo Picture this: You’re wandering through a weekend market, coffee in hand, when you spot something that stops you in your tracks. For me, it was an elderly craftsman demonstrating an ancient strategy game on the most beautiful leather board I’d ever seen. https://game.orpi.pl The game was called “Three in Line”-…
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The Fast Track to Failure? How to Quickly Verify AI-Generated Applications – Checklist
As a lead software engineer, I’ve recently encountered a troubling trend. Many developers, including some who teach AI coding workshops, are fascinated by the ability to create applications with a single prompt. Like most “vibe coders,” they’ve never built, deployed, or maintained production applications independently—especially in large, distributed ecosystems with international, ever-changing teams and requirements.…
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AI-Driven Development in Corporate Teams: A Strategic Implementation Guide
As a Lead Software Engineer who has observed numerous AI implementation attempts across various teams, I’ve seen the same pattern repeat countless times: teams rush to deploy AI tools expecting immediate productivity gains, only to find themselves struggling with inconsistent results, poor code quality, and frustrated developers. The recent discussion from r/VibeCoding about using AI…
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From Buzzword to Business Value: Using AI Responsibly in Real Projects
How a bedtime story turned into a published book thanks to a thoughtful AI-driven workflow AI is no longer an emerging technology—it’s everywhere. The market is saturated with tools and platforms promising to do everything from writing your code to generating images, music, or complete applications. But here’s a hard truth that many teams (and…
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How to Build an AI-Powered Application Without Knowing How to Code, thanks to v0.dev
Many aspiring developers ask themselves how to build their own application if they can’t code or don’t even know what a “JS selector” is. If you have similar doubts, this guide is for you! I’ll show you, step by step, how AI and the v0.dev platform can help. 1. Describe Your Application with a Prompt The first…
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AI Experiments in Supermarket Price Tag Recognition
Exploring Snowflake for Image Processing In January, I began experimenting with Snowflake Document AI to process supermarket price tag images. The goal was to extract structured product data from shelf photos, leveraging the scalable infrastructure and built-in machine learning capabilities of Snowflake. While the platform offered promising tools for document analysis, my early results showed…
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Beyond the AI Team: Why Every Employee Should Be AI-Enabled
Remember when companies first introduced computers? Imagine if organizations had decided to create a single “Computer Team” and required every department to submit requests for spreadsheet calculations, word processing, or data analysis. The inefficiency would have been staggering. Yet today, many organizations are making the exact same mistake with artificial intelligence. The traditional approach of…
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Simplifying Web Testing with AI: Introducing the AI Test Script Generator
The Testing Challenge As a team lead and software engineer, I’ve often encountered a recurring challenge in my projects: how to effectively test user journeys on websites. This challenge becomes particularly pronounced in companies without specialized QA teams, where testing responsibilities fall on developers who may not have extensive testing expertise. Let’s face it – many…
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Generative AI + Vibe-Coding: How I Solved My Shopping Problem in One Evening
When a simple grocery shopping trip becomes the catalyst for innovation, you know you’re onto something. Last Saturday, while standing in the supermarket aisle trying to decipher whether sweet macaroons contained gluten, I found myself squinting at tiny German text on a transparent package, with the Polish translation conveniently covered by a price tag. After…
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Building an Automated Story Generation and Kindle Delivery System with Make.com
Sometimes you need to automate things which may be very helpful for your family. If they like to read stories and use Kindle – automation may be a gamechanger. Own stories delivered every day or week, directly to Kindle. Just spend some time (AI can assist) to create a list of stories and main idea/format about what you want…
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From Novice to Music Clip Creator: Unleashing Your Creativity with AI in Just a Weekend
Last weekend brought several days off and, with rain pouring for two days straight, I found myself indoors-an ideal opportunity to play with creativity and explore the world of AI-powered music video creation. Why AI Is a Game-Changer for Creatives Using AI in coding or project management is like using a harvester instead of harvesting…
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Streamlining Document Processing with LLM Support: A Case Study
Application Overview The main goal of the application is to streamline document processing using LLM capabilities. Users can upload one or multiple PDF documents, specify categories for classification, and authorize requests using a unique code provided by the application owner. The LLM processes the documents based on commands like “categorize received document,” but this functionality…
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Automating Content Creation and Publishing with Make.com and LLM
Creating and posting automated content to platforms like WordPress, Facebook and LinkedIn can significantly streamline your content strategy and save time. In this article, I’ll walk you through the process I used to create an automated solution for generating blog posts and sharing them on Facebook, using Make.com integrated with Perplexity PRO API and ChatGPT…