Using AI thoughtfully as a student and builder.
AI tools can accelerate learning or quietly replace it. The difference is not which tool you use — it is which part of the work you hand over, and whether you can still do it yourself.
5 min read
Tool names change every few months; categories do not. Here is what each category of AI tool actually does, what it is reliable for, and the failure mode to expect from each.
5 min read
Good prompting is not magic words. It is supplying context, stating constraints, specifying format, and iterating on a result you can actually check.
5 min read