Practical thinking on software, AI, and business systems.
Focused articles on what actually works when building software for real businesses - from AI automation to internal tooling to choosing the right approach.
How AI Agents Turned a Week-Long Refactor Into 20 Minutes
A real example of using 15 parallel AI agents to complete a cross-cutting codebase refactor that would have taken a developer a full week — finished in under 20 minutes.
Automating Content Marketing With n8n — A Real Setup
How we built an n8n workflow that researches topics, analyses recent content, generates article ideas, drafts social posts with backlinks, and delivers a daily digest — all without writing a custom application.
Why Code Architecture Matters More in the AI Era
AI coding tools do not reduce the need for clean architecture — they amplify the cost of bad structure. Here is why vertical slices, clean boundaries, and colocated documentation matter more now than ever.
Choosing the Right Tool for Document Automation
We evaluated Foxit, IronPDF, and enterprise PDF platforms before finding the right solution hidden in our client's existing Microsoft 365 subscription — Power Automate.
How to Choose a Mobile App Framework for Your Business
A practical decision framework for choosing between PWA, React Native, Flutter, .NET MAUI, and native development — based on your team, your existing systems, and what you actually need.
Have a problem this could help with?
If something here resonates with what your business is dealing with, we can talk about what a practical solution looks like.