Writing
Notes on hiring developers, running technical projects, and judging work you cannot read yourself.
A redesign that looked beautiful cost one business half its organic traffic because nobody mapped the old URLs. This guide shows how to enhance a site so every change compounds instead of destroying.
Michael Melnyk·
A founder paid for a chatbot demo when the business needed someone to decide whether a chatbot was the answer at all. This comparison maps three AI-era roles to the problems each actually solves.
Michael Melnyk·
A checkout that silently drops orders cost one store more in a week than the repair quote it had postponed. This guide maps website repair prices by failure type, so you can tell a fair fix from an expensive guess.
Michael Melnyk·
Decide whether your business needs a traditional text-based Telegram bot or a modern Telegram Mini App (TMA). Compare conversion rates, technical complexity, and costs.
Michael Melnyk·
Build a reliable, production-ready Telegram bot for customer support, lead capture, CRM synchronization, and payment processing with zero dropped messages.
Michael Melnyk·
Explore the modern engineering lifecycle for AI-first products. Learn how AI-native developers transition from rapid prototypes to hardened architectures, automated evals, and scalable LLMOps.
Michael Melnyk·
An AI-native developer directs AI coding agents, verifies the generated work, and builds AI-first products with production controls for models, tools, and retrieval.
Michael Melnyk·
AI app builders sell the dream of free software, but debugging complex logic can burn through monthly credits in 48 hours. Here is a realistic breakdown of Lovable pricing and total cost of ownership.
Michael Melnyk·
Lovable lets you design revolutionary user interfaces, but e-commerce requires Shopify's payment vault and content teams require WordPress. Here is how to bridge AI prototypes to proven platforms.
Michael Melnyk·
AI development tools are not interchangeable. Here is a clear, honest breakdown of Lovable, Bolt.new, Cursor, and Replit to help you choose the right tool for your skill level and product roadmap.
Michael Melnyk·
You paid for 80% of a website and received 50% of a working product. The remaining work is priced nothing like the original quote — here is how rescue developers calculate it and what the finish should cost.
Michael Melnyk·
Don't remain trapped in a monthly AI subscription just to keep your prototype online. Here is how to export your Lovable code to GitHub, deploy to free hosting, and own your software completely.
Michael Melnyk·Describe the task, the stack or the problem. We connect you directly with developers who have shipped it before.
