The Science of Seeing Signals

Every security incident gives off many signals — long before it happens.

A signal is a small clue that a website, an app, or a server gives you — that something is going on.
A strange header,
an abandoned file,
an incomplete setup...

Most people pass them by. But every signal has a story.
A signal shows a failed rule,
a failed rule leads to weak control,
a loss of control amplifies a risk,
a growing risk invites a bug,
a bug ignored becomes an incident.

That’s how systems break.
Not in one moment,
but through a sequence of small influences that feed each other.

Signals → Rules → Controls → Risks → Bugs → Incidents.