Founder, Preflite · AI Engineer · Product Builder
10 years in software engineering, now building Preflite, a pre-launch QA tool that catches paid social ad issues before campaigns go live.
After browsers, mobile apps, and desktop apps, general-purpose agents are becoming a new kind of client. The real shift is not adding an AI feature, but redesigning the relationship between people, agents, and software.
We treat 'AI can analyze this' and 'AI can be trusted to check this' as the same claim. They are not. Three reasons the gap is bigger than the demos suggest.
Why technically accurate ads can still mislead after the click, how promise downgrades hurt conversion, and why keyword checks miss the mismatch.