Why most AI use cases are too vague to be useful
The real bottleneck in AI projects is often not the model. It is that the supposed use case is still too fuzzy to build, test, or judge properly.
Blog
Notes, essays, and walkthroughs on useful systems, practical AI workflows, and thoughtful making.
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The most useful AI workflows look more like delegation than prompting
The highest-value AI workflows usually come from better task design, supervision, and review — not from treating prompting as the entire job.
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The difference between saving information and building useful memory
Why dumping files into a folder is not the same as building something you can actually find, trust, and reuse later.
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How I save articles so they become usable later
A lightweight workflow for turning interesting articles into retrievable notes instead of a graveyard of forgotten links.