Mauno Pihelgas is a Senior Security Researcher at Dynatrace, specializing in threat intelligence, vulnerability analysis, and observability. He has over 15 years of practical experience in cybersecurity and observability technologies. He holds a PhD in Cybersecurity from Tallinn University of Technology, where his research focused on automating cyber defenses and developing autonomous systems for cyber defense.