Blog

A workflow that runs fine on your laptop behaves differently once a business depends on it. The failure modes I keep hitting when n8n automations go from demo to production, and what I do about each.

Notes from building client portals for small and mid-sized companies — what actually changes in day-to-day work, the four screens that carry the value, and the things I got wrong the first few times.

The exact method I use, including the step everyone skips — and the 90,500-a-month keyword I decided not to target, plus the 9,900 one I threw away entirely.

Anthropic's new flagship doubles frontier performance while cutting costs — what it means for anyone building agentic products.

An experiment with computer use and an internal app with no docs, where the agent completed tasks on the first try, and what that means for integration and UX.

I bought my first home server, installed Linux, connected it with Tailscale and Remote Desktop, and started moving some automations onto my own infrastructure.

If the same spreadsheet is opened by three people every week, it's not a spreadsheet anymore. It's a database pretending to be one — and it's costing you more than you think

Last week I attended the Tabidoo Partner Day, full of inspiration, platform updates, and real-world project demonstrations from other partners. The event also included a talk about client acquisition and plenty of valuable discussions.

Learn how to build a low-code LLM evaluation framework using n8n. Covers key concepts like LLM-as-a-Judge, custom metrics, and how to deploy AI updates with confidence.

Carnegie's principles on speed, focus, hardship, and quality — distilled from his own writings.

What "My Life and Work" taught me about building, leading, and never settling

Key lessons from AI Monday Jihlava on using AI for video creation – from writing precise prompts to working scene by scene. Perfect for anyone creating short-form content.

I created a professional showcase video with one prompt using Claude's new Remotion skill. No editing software, no technical skills—just conversation. Here's how.

Shopify CEO Tobi Lütke shared a simple but powerful example of vibe coding: instead of installing Windows to open MRI data, he used AI to generate a clean HTML viewer—and then iterated it to add annotations. The real lesson isn’t the tool, but the reflex to reach for AI first and experiment without overthinking.

Claude Cowork is a new mode where AI doesn’t just answer questions, but actually works with your files, documents, and tasks. What does this mean for the future of work?

Google introduced Universal Commerce Protocol (UCP), a new open standard that lets AI agents and online shops communicate seamlessly. Here’s why it matters for the future of AI commerce.

How one simple habit — one hour of focused, distraction-free work per day — completely changed my productivity and mental clarity.

A practical breakdown of how I integrated PostHog into Bondo using Cursor, why analytics matters for product builders, and what changed after adding real user insights.

Why I think about security from day one — even when building small internal tools — and how Lovable’s architecture makes it easier to do it right.

A small but important milestone in building Bondo: automatic push notifications powered by Supabase, n8n, and AWS. One more step closer to the first iOS release.

Most people treat AI like a vending machine. This post explains why that approach limits its potential — and how a Master Prompt turns AI into a real system, not just a tool.

Most people use AI for isolated tasks. A Master Prompt turns it into a system — one that understands your voice, context, and standards, and works with you instead of starting from zero every time.

A breakdown of why building dozens of specialized AI agents is inefficient — and why the real future lies in modular, reusable “Agent Skills” that can be injected into a general-purpose model like Claude.

A recap of my experience at AI Monday in Prague: insights on master prompts, building AI chatbots on company documentation, and how teams like Livesport use open-source AI tools and automation.

A breakdown of my full development workflow using Macaly, Lovable, Cursor, and Supabase — from idea to final product.

A breakdown of my full development workflow using Macaly, Lovable, Cursor, and Supabase — from idea to final product.

I realized my app felt strangely sterile. After studying onboarding flows like Duolingo’s, I discovered the missing piece: personality. And one small UI change transformed the feel of the entire app.

Finland found a brilliant way to reuse energy: entire cities are now heated using waste heat from data centers. Here’s how it works — and why more countries should follow their lead.

My takeaways from the first AI Monday in Jihlava: Vibe Coding in practice, Google's Antigravity, SEO limits of AI-generated websites, and tools worth exploring.

AI is making our brains weaker if we stop thinking for ourselves. Here’s the science, the danger, and how to stay mentally strong in the AI era.

Working from Starbucks or coworking spaces like Impact Hub Brno helps me reset, think differently, and stay motivated — and science fully backs it up.

Sharing my experience with the new Guardrails node in n8n v1.119 — a simple but powerful way to keep AI workflows safe by filtering prompts, sanitizing outputs, and catching issues early.

Professionalism isn’t just about skill — it’s about respect, honesty, and how you make people feel when they work with you. That’s what builds loyalty and long-term success.

How I implemented the Stale-While-Revalidate (SWR) data pattern in Bondo to make it faster, smoother, and more reliable — just like Twitter or Instagram.

A look inside my small daily system using an A6 Moleskine notebook — how I prioritize tasks, reflect every morning, and keep focus through color, clarity, and simplicity.

Bondo – Building a Personal CRM for Real Relationships (November the 4th 2025 Update)

Skladion is our in-house warehouse management app built for our family business. The goal was to learn how to build real products, simplify our warehouse operations, and design a clean UI without unnecessary complexity.

Google quietly released a new “Vibe Coding” feature inside AI Studio that lets you build full MVP apps for free — no setup, no API keys, and no subscription. I tested it head-to-head with Lovable ($40/month), and the results were surprising.

I finally built my own lightweight CMS — simple, flexible, and ready to power all my future projects. It uses Markdown for content, public IDs for secure API access, and n8n with Google Drive for dynamic image handling.

Discover how I built a simple automation that connects my website form with n8n, Notion, Telegram, and Google Workspace — so every client inquiry is handled instantly and automatically.