-
Tracking Visits During Maintenance: An Edge-First Cloudflare Architecture
How to keep an Angular SPA and CMS-backed website communicative during downtime – and measure maintenance traffic without relying on the systems currently being repaired. Planned maintenance is one of the few situations in which a website needs to remain available precisely when its primary application cannot be trusted. The CMS may be deploying, the…
-
How I Protected Downloadable Audiobook MP3s with AI Watermarking
The Problem: Not Everyone Streams My daughter and I create a Polish children’s audiobook series — Zwierzęta Detektywi (Animal Detectives). We publish episodes on Spotify and Apple Podcasts, and that works great for most families. Then one of our customers asked: “Can I get the MP3 files? My kid uses an old MP3 player —…
-
Understand Any AWS Environment with AI and the AWS CLI
You inherited an AWS account and nobody can tell you how the pieces fit together. Here is a fast, read-only workflow that pairs the AWS CLI with an AI assistant to map compute, networking and routing —* and turn the raw JSON into clean architecture diagrams. 1. Why CLI + AI beats clicking around the console The…
-
How to Track QR Campaigns Before Cookie Consent with Cloudflare Workers and GA4 Measurement Protocol
One of the most challenging problems in web analytics today is measuring campaign traffic before a visitor accepts cookies. In an opt-in setup with tools like OneTrust or CookieYes, Google Tag Manager and GA4 often cannot record campaign events until consent is granted, which creates a blind spot exactly where marketers most want visibility. Why…
-
AI Has Grown Up. Now Stop Measuring It Wrong.
A follow-up to The Golden Hammer Syndrome — six months later, AI is delivering real ROI. The problem is we’re still asking the wrong questions. In January I wrote about using LLMs to check if a number is even. People laughed — and then sent me screenshots of their own codebases doing the same thing.…
-
🦁 The Lion Roars Again: Real-Time Order Notifications from Allegro
How I built a serverless order monitoring system with Cloudflare Workers that polls Allegro’s API every 3 minutes and triggers webhooks for new orders — all for $0/month. The Story So Far Remember a month ago when I built that order notification system and had a lion roar every time a new order came in?…
-
Async AI Image Generation with Cloudflare Workers & Make.com
How I solved the 40-second timeout problem by splitting content automation into three decoupled stages — without rewriting a single Make.com scenario. May 2026 · 10 min read Background A few months ago I wrote about automating WordPress article publishing and social media distribution with Make.com and LLMs . The pipeline was working great: read a recipe…
-
Fully Automated AI Video Production Pipeline
From a single prompt to a finished film — no manual editing required. Over the past few days I built something that fundamentally changed how I think about video content production. Instead of hours in an editor, an entire short documentary is generated from one text instruction. Here is how the system works and why…
-
Lion Roars Every Time Someone Buys My Book (WooCommerce → Twilio SMS Notification
A story about email push notifications lying to you, and why SMS saved the day. The Goal: A Lion Roar for Every Order I publish children’s audiobooks. One of the main characters in our book series is a lion — bold, brave, and impossible to ignore. The series is a family project: my daughter is…
-
Zero-Touch QA: Automating Playwright Test Generation with Copilot Skills and MCP
Writing robust end-to-end tests for a live, multi-page application you do not own is notoriously difficult. Without access to local development environments, Storybook components, or internal feature flags, you are left manually inspecting the DOM to figure out how things work. However, the testing landscape is shifting rapidly. By leveraging GitHub Copilot’s extensible architecture, I…
-
Building a Gluten Label Scanner on Cloudflare Workers AI (Gemma 4)
I started this project because I wanted to test the newly introduced Gemma 4 model with Workers AI stack and compare it against my older production-style application built on Next.js + Vercel + Google API (Gemini 3): https://gd.marketscanai.com/en. I built a production-ready gluten label scanner using Cloudflare Workers + Workers AI, with the @cf/google/gemma-4-26b-a4b-it model…
-
The Era of AI Chat is Over. It’s Time to Issue Orders.
The tech industry has a massive blind spot when it comes to Artificial Intelligence. If you read the standard advice online, everyone tells you that the secret to mastering Large Language Models (LLMs) is learning how to have a better “chat.” The prevailing wisdom treats the algorithm like a new hire on your team: brainstorm…
Mentoring Tomorrow's AI Developers
Follow Me On Instagram
@pluszinsta
This is how it all started…
When I was a child, I watched a movie “Capital City” with a scene where an IT specialist worked remotely on his laptop, tackling a technical issue. That scene sparked my desire to work in that way.
From Atari to PCs, dial-up (PPP), ASP, and beyond, there was a lot of learning and studying. I worked while I studied, explored new programming languages and areas of technology, eventually leading a team. Startups, remote work, and even AI – it’s been a journey!
Continuously learning, curiosity, and a balanced life are the keys to success in this field.
Engineering manager, team lead, architect, developer