How to Scope a First Custom Build Without Over-Building
Internal software has no market discipline. Nobody abandons it for a competitor, so nothing stops the scope from growing during specification. The first build s...
Where AI Fits in Operations Workflows
The largest automation result we have delivered used no AI at all. That is an argument for knowing which problems are shaped like AI problems, and which are sha...
What to Measure Before and After an Automation
Most organizations cannot prove their automation worked, because nobody wrote down what the before looked like. Twenty minutes of measurement in the week before...
How to Evaluate an Automation Vendor
Most automation vendors demo well. The demo tells you almost nothing about what it will be like to own the result in year two. The questions that actually separ...
The Signs You Have Outgrown Your Spreadsheets
Spreadsheets are excellent software, and most organizations run on them longer than they should. The failure is quiet: throughput capped by headcount, reconcili...
What AI Can and Can't Do in Software Estimation
Software estimation is part research, part judgment, and part politics. AI helps with the research, struggles with the judgment, and has no role in the politics...
Where AI Saves Real Hours on a Small Dev Team
On a small dev team, every hour shows up in the schedule. AI saves real time in a narrow set of activities, mostly the unglamorous ones, and wastes time when ap...
How to Evaluate AI Coding Tools Without Falling for the Demo
Every AI coding tool demos well. The interesting question is which ones survive three months of real work. A useful evaluation looks past the showcase and tests...
What Are the 5 Important Reasons for Incremental Refactoring?
Incremental refactoring addresses real constraints that prevent teams from improving their codebase. These five reasons explain why small, continuous improvemen...
8 Ways October CMS Is Better Than WordPress
For teams building long-lived, custom systems, October CMS offers concrete advantages over WordPress in architecture, ownership, data modeling, and maintainabil...
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