Reading an API Response Schema Without Writing Code
Modern tools now let non-engineers understand API structures without writing code.
Céleste Okafor
Contributing Editor
Céleste Okafor
Céleste comes from a background in software engineering and cognitive science, which shapes her reporting on how developers actually read and reason through unfamiliar codebases. She has covered the intersection of tooling, attention, and comprehension since the early days of static analysis tooling going mainstream.
5 stories
Recognizing Configuration Files and What They Control
Plain-text files that quietly control how software behaves.
Céleste Okafor
Identifying Dead Code and Deprecated Features in a Repository
Five types of dead code each need their own detection method to safely remove.
Céleste Okafor
Tracing a Feature Flag Through a Codebase
Finding every reference requires searching across repos, not just one IDE window.
Céleste Okafor
Reading a Stack Trace as a Non-Engineer
Learn the four-part structure all stack traces share to extract what engineers need.
Céleste Okafor