Coralogix nearly ran out of road before its co-founder reversed the usual order of data analysis. Now Ariel Assaraf is applying that survival lesson to a noisier problem: how humans and AI agents understand what software is actually doing.

From borrowed desks at early Twilio to Coralogix's AI-era observability pitch, Brian Mullen has built a career around foundations, partnerships, and the useful discomfort of beginning again.