Most disciplines have a standardized material to work with. Wood for carpenters. Numbers for mathematicians. Sound for musicians. For managers, the material is people. And people don't follow neat abstractions.

You can’t "standardize" your way through managing humans. Tools like DISC and MBTI can help you get started but they're maps, not the terrain. Real management starts where generalizations end: in the moment, with a person in front of you who may defy your assumptions.

What worked for one engineer last month might fall flat with another today. That's why growing as a manager isn’t about memorizing more frameworks. It’s about exposure: seeing more real situations, having more real conversations, and learning from how others handle complexity.