Developers waste time searching dense API docs; concrete, real-world examples cut context switching and make documentation instantly useful.
Developers spend the majority of their time hunting for a single, working example rather than reading exhaustive reference material. The article argues that documentation should start with a clear, minimal example that solves the most common use case, because that is what developers actually need when they drop into a new codebase.
The Python "max" function illustration shows how a seemingly simple reference entry can hide layers of syntax - positional-only parameters, keyword-only arguments, and iterator concepts - that block quick comprehension. By contrast, a handful of concrete calls - max(4,6) → 6, max([1,2,3]) → 3, max([],default=5) → 5 - immediately demonstrate the function's behavior and edge cases without requiring deep background knowledge.
The piece highlights community-driven sites like clojuredocs.org, where developers contribute real examples for built-in functions, turning documentation into a practical, searchable toolbox. For technical leaders, the takeaway is to prioritize example-first documentation practices, reducing onboarding friction, improving knowledge sharing, and keeping engineers productive.
Check out the full stdlib collection for more frameworks, templates, and guides to accelerate your technical leadership journey.