Category: Automation & Integrations
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I Wired WordPress to Auto-Tag Posts with AI: A Make.com + GPT-5-mini Pipeline
I recently ran a bulk-classification pass over this blog — 65 posts tagged and categorized by an AI model with a controlled vocabulary. That fixed the archive, but it created a new chore: every future post would need manual tagging, or a re-run of the batch script. So I wired up a small pipeline that…
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Automating Archived Webinar Downloads: Reverse-Engineering a Portal’s Hidden API
We needed to pull years of archived webinar recordings out of an enterprise webinar platform and drop them into cloud storage. It sounds like a simple “download all” job. It wasn’t — and the reasons why make for a nice tour through session capture, CSRF tokens, on-demand file generation, and a live progress dashboard. 1.…
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Too Many School Messages? I Built a Local AI Triage for Librus in One Hour
A macOS agent that polls my kids’ school inbox every hour, classifies each message with a Polish decision model running on my own GPU, and only disturbs me when something actually needs a parent. The problem: notification fatigue, Polish-edition Librus Synergia is the dominant electronic gradebook in Polish schools — grades, attendance, homework, and an…
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🦁 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?…
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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…
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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…
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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…
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From Concept to AI Autoresponder in 60 Minutes
It all started with a casual question from a friend. Google had just released its new Google Workspace CLI, offering programmatic access to every product in the suite -including Gmail. The question was: “What if we wrote a program that checks new emails and replies to them using a style learned from your previous messages?”…
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Automatic Company Data Retrieval by Tax ID – Integration with Polish Registries
Filling out order forms is one of the most frustrating aspects of online shopping. Customers must manually enter company details: name, address, postal code, city. If there’s an error – the invoice may be incorrect. Can this be simplified? It turns out, yes. Polish public registries provide APIs that allow automatic retrieval of company data…
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The Golden Hammer Syndrome: Why We Need Less AI and More Engineering
Stop burning GPU cycles to check if a number is even. A guide to regaining our technical sanity. It is an old adage in the toolbox of life: “When all you have is a hammer, everything looks like a nail.” In 2026, that hammer is the Large Language Model (LLM), and we are currently smashing…
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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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I turned 56 kids’ tales into a living Notion knowledge base – and it drew me a map of the Land of Animal Detectives
Most tools store text. Notion stores text you can reason with. After importing my kids’ detective tales, I got five capabilities that changed my workflow. Suddenly, the stories stopped being static text and became an interactive world model. Instead of scrolling through chapters, I could interrogate the universe I had created — like talking to…
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How I Used Comet Browser to Bulk Update Links in My Old Facebook Posts – and What I Learned
Migrating a domain is a pivotal moment for any online project. Recently, I moved my content fromhttps://drtfefbxsc.cfolks.pl/sniadanioweinspiracje/index.php/recipe/to a fresh, user-friendly domain:https://breakfasttips.com/recipe/ One thing became immediately clear: my Facebook page was littered with old recipe links pointing to the legacy domain. For branding, SEO, and user experience, those links needed updating—and fast. The Challenge: No Facebook…
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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…