Playground

Tools I build for myself, in the open.

No client, no brief. Just a problem I wanted solved and a question I wanted to test: where should AI act, and where should a person decide? These ship as things you can actually use, not case studies.

Together they trace that question in order: how an AI earns trust before it acts, what it does the moment it fails, and where the person’s decision belongs in a shipped tool.