Thinking on software, process, and building things that last.

Practical notes on architecture, software development, and how businesses can get more from the systems they run on.

AI Automation vs. Traditional Software: What Should Your Business Build?

AI and traditional software solve different problems. Here is how to tell which one your business actually needs, and when the answer is both.

Not every repetitive task is worth automating. A practical way to find the processes that are actually costing your business time and money.

There is no single price for an AI MVP. Here is how to think about scope, budget, and what actually drives the cost of building one.