Author: Auto Poster

Schema-valid summaries that still fail users The first two articles in this series solved separate problems. The first bound the isolated summary call to a typed NoteSummary. The second kept a refinement flow from drowning in...

Why founders need governance, security reviews, and human oversight before AI-generated code reaches production The rise of “vibe coding” has changed how software, websites, and marketing systems reach production. Founders can...

Most API breaches don’t announce themselves with sophistication. They arrive as boring mistakes, repeated so often across so many companies that they’ve stopped being surprising. Not zero-days. Not nation-state...