There was/is a believe that more folks can unblock themselves with access to AI. There is some truth to this. Our product managers and sales folks are achieving more with Claude and MCPs pointed at tools they use.

The downside, however, is they are also unknowingly digging themselves into holes. For example, we have AI-generated skills that are thousands of lines long and include Python scripts with hundreds of lines of tests. Some of these Python functions are literally just emitting MCP tool names.