Programming
How Programs Solve Problems: Variables, Control Flow, Functions, and Debugging
Programming starts where your vague idea gets forced to file taxes in plain English.
8 min
Author profile
Vladyslav Budko
Vlad Budko is a founder, operator, and writer focused on building software companies from the ground up. He is the Co-founder and CEO of GrowKong Group, where he connects product creation, distribution, operating systems, and founder judgment to build and grow first-party products. Over the past decade, Vlad has built businesses across e-commerce, marketplaces, and AI — including scaling and exiting an e-commerce company before turning his focus to technology and company building. He writes about the practical side of tech: how ideas become products, how products become durable businesses, and how founders make better decisions under uncertainty. Based in the United States, Vlad has lived and worked across Eastern Europe, Asia, and the US. His writing combines a global perspective with firsthand experience in building teams, products, and systems that work beyond the pitch deck.
Tech
Archive
Stories by Vladyslav Budko
Cloud
Cloud Coding Environments: How to Choose and Set Up a Remote Development Workflow
Nothing humbles a developer faster than discovering their “works on my machine” problem now lives in the cloud too.
12 min
Cloud
Google Cloud Code: How to Build, Debug, and Deploy Cloud Applications
Cloud Code lets you build, debug, and deploy without leaving your IDE, which is apparently how cloud development finally agreed to become less annoying.
15 min
Cloud
AWS Architecture for Beginners: Choosing Services for a Web Application
Choosing AWS services before you know your app’s needs is how beginners accidentally build a spaceship to deliver one sandwich.
19 min
Web Development
Online Web Development Classes: Choosing Self-Paced, Live, and Hybrid Learning
The right web dev class doesn’t just teach you code—it decides whether you actually finish the course.
12 min
AI & ML
What Is Machine Learning? How It Differs From AI and Learns From Data
AI gets the glory, but machine learning does the actual pattern-hunting.
10 min
Gadgets
What Is a Gadget? A Practical Guide to Types, Uses, and Smart Buying Choices
Nothing says “smart shopping” like buying a gadget to make life easier and immediately needing an app update, three cables, and a new password.
10 min
AI & ML
Machine Learning Engineering: How Teams Build, Deploy, and Maintain ML Systems
Your model’s 99% accuracy means nothing if production data mutates overnight.
14 min
Mobile Development
Mobile App Development Process: From Requirements and UX to Testing and Release
Mobile app projects don’t fail in the code; they fail somewhere between “quick idea” and “why is this in scope?”
14 min
Cybersecurity
Cybersecurity Career Specializations: How to Choose the Right Security Role
Picking a cybersecurity role means choosing which kind of chaos you want to babysit all day.
12 min
AI & ML
How to Learn Machine Learning: Build a Study Plan Around Courses, Projects, and Feedback
Watching machine-learning videos does not count as learning machine learning.
9 min
AI & ML
Scikit-Learn: A Practical Guide to Building Your First Machine Learning Models
Your first machine learning model will confidently predict nonsense with the confidence of a senior engineer in a standup.
8 min
Web Development
Web Development Tools: How to Choose a Practical Stack for Building Websites
The best web stack is the one your team can ship with, not the one that wins arguments on Reddit.
13 min
Cloud
Amazon Web Services: Core Cloud Services, Use Cases, and Getting Started
AWS starts simple, then one test project accidentally learns about billing.
15 min
Cloud
ownCloud: How to Set Up Self-Hosted File Sync and Sharing
Self-hosted file sync: where you become the IT department, the backup plan, and the person yelling at permissions at 11 p.m.
20 min
Gadgets
How to Choose a Sewing Machine for Learning: Features That Matter for Beginners
A beginner sewing machine should make your first project easier, not turn threading the needle into a personality test.
10 min
Gadgets
Kitchen Gadget Types: What Common Tools Do and Which Are Worth Keeping
Half the gadgets in your kitchen exist to do one job you already solved with a knife.
13 min
Web Development
How to Use Web Development Tutorials to Build Real Projects
Tutorials are great until you realize cloning the demo app does not count as having a project.
12 min