Technical articles, tutorials, and thoughts on web development and technology.
Three software paradigms and a new discipline: agentic engineering. A decision map from Karpathy - what to build, what not to, and what you can't outsource.
5 specialist roles, 2 founders. How skills, deterministic rules, and shared context replaced a team at 200IQ LABS — case study and architecture.
5430 transactions, 5 data sources, two days with a Claude Code agent. A case study of the workflow that replaced my accountant on PIT-38.
An SEO audit, spec-driven changes, and an AI workflow optimized two projects in hours, not weeks. Case study from a portfolio and Qamera AI.
From hand-written notes in Obsidian to a system where an agent owns the structure, indexes, and standards. How the LLM Wiki concept helped me formalize what I'd been building for years.
I test dozens of tools - these 5 repositories truly made a difference in my daily work with Claude Code. Here's my battle-tested list.
Two repositories, eight agents, zero vendor lock-in. How I built an agent system managing finances, legal, and marketing for two companies.
How to go from scattered AI prompts to an organized system of agents managing your company's finances, legal, and marketing.
150 thousand stars in 2 weeks, 28 thousand exposed instances, and a religion created by bots. What OpenClaw tells us about the future of autonomous agents.
How to transform chaotic prompting into a repeatable process with artifacts, dependencies, and iteration.
I created a 45-second explainer video in minutes. No Adobe, no Canva - just React, Remotion, and Claude Code. Here's how.
Learn how to build smooth scroll animations in the style of Apple product pages using AI tools - Google Whisk, Flow, and Cursor.
Discover how combining Obsidian, Claude Code, and Skills creates a powerful knowledge management system. A practical guide to building a private second brain.
Most users tap into only 20% of Cursor's capabilities. Discover hidden features from basic shortcuts to advanced techniques like worktrees and structured prompting.
Most developers use only 20% of Claude Code's potential. Learn 5 advanced techniques used by the best AI engineers.
The hype is over, the reckoning begins. How agentic AI, model specialization, and EU AI Act regulations will change the way we build and deploy artificial intelligence in business.
Discover the 3 pillars of effective vibe coding and learn how AI can turn your ideas into professional interfaces - even if you have no design skills.
How do you turn raw data into business value? No-code, AI agents, and a case study of transforming chaos into clarity.
Has Excel stopped being enough? Learn why more and more companies are migrating to Airtable and how to move from spreadsheets to a relational database without the headache.
See how in 24 hours a team of non-programmers built a working budget system with AI, and why technology isn't everything. An honest analysis of successes and failures from Hacknation.
Is programming dead in 2025? I built my portfolio pawel.lipowczan.pl as a testing ground for collaborating with AI. The verdict? AI is a junior developer on steroids, but engineering fundamentals are essential.
Did you know your company wastes time and money on inefficient processes? Learn how process mapping and automation can change that. Insights from Infoshare Katowice 2025.
Choosing the wrong automation tool means months of wasted time and thousands of dollars on migration. Learn how to choose between Zapier, Make, and n8n based on team competencies, operational scale, and real business needs.
How did event agency El Padre speed up their proposal process by up to 50% with AI? This case study shows concrete numbers: 10-15% higher productivity, 25-30 people supported by AI, and 75-120 hours saved monthly.
Learn how the Frontdesk AI system automatically processes, categorizes, and responds to emails, saving dozens of work hours per month.
A comprehensive guide to building a Lead Generator system using n8n, Airtable, and various business data sources. A real-world implementation case study.
A complete guide to building intelligent chatbots and voicebots using VAPI, n8n, OpenAI, and RAG (Retrieval Augmented Generation).