The Attack Baseline Every Small Website Already Faces
A newly exposed cloud server gets its first probe in about 52 seconds. Small website attacks are automated and constant, not a big-company problem. Secure-by-construction absorbs the baseline.

Amelia S. Gagne
CEO of Kief Studio. In tech since 2012. Perplexity AI Business Fellow.
About
I'm CEO and co-founder of Kief Studio, a technology studio I run alongside my co-founder and spouse, Brian Gagne (CTO). We've been building together since 2012 — the partnership predates the entity by a decade.
My work sits at the intersection of engineering and behavioral science. Credentials in marketing psychology, consumer behavior, and positive psychology shape how I read customers, build products, and communicate. The code and the people questions aren't separate tracks — they're the same discipline.
14+
Years in Tech
Perplexity
AI Business Fellow
100+
Professional Credentials
800
Pages (co-authored book)
Latest
A newly exposed cloud server gets its first probe in about 52 seconds. Small website attacks are automated and constant, not a big-company problem. Secure-by-construction absorbs the baseline.
In 2024, 51% of all web traffic was automated, so opt-in tools are built to miss most of what reaches your site. Analytics undercounting is the norm. Server-level measurement gives you the honest number.
Over 80% of workers use unapproved AI tools, and nearly half keep using personal accounts even after a ban. Govern shadow AI by enabling it: make the sanctioned path easier than the workaround.
Reach out
Personal-advisory questions route to me directly. Team-scope engagements route to Kief Studio. Both inboxes are monitored within 48 hours on business days.
Or use the intake form for anything that warrants a proper brief.