Software systems today are still fundamentally reactive. Engineers wait for production incidents, investigate logs and traces, identify root causes, write fixes, review pull requests, deploy patches, and repeat the cycle endlessly.
But what happens when software can repair itself?
In this talk, Robert Markovski, Founder & CEO of Prilog, explores the emerging shift toward self-healing software systems powered by AI and autonomous remediation workflows. We’ll look at how modern observability, runtime telemetry, and AI agents can work together to automatically detect production issues, investigate failures, generate code fixes, validate changes, and propose pull requests with human-in-the-loop approval.
The session will cover: • The evolution from monitoring to autonomous remediation • Why traditional observability still leaves engineers overwhelmed • Real-world architecture patterns for self-healing systems • Safety layers, validation, and trust challenges in AI-generated fixes • The long-term vision of a world where software bugs continuously repair themselves before users ever notice
This talk is aimed at SREs, platform engineers, DevOps teams, and engineering leaders interested in the future of reliability engineering and AI-native infrastructure.
Robert Markovski is the Founder and CEO of Prilog, a startup focused on self healing software systems and AI driven engineering automation. Based in Cologne, he has spent years building full stack platforms, cloud infrastructure, and remote engineering teams across Europe and the US. Alongside leading Prilog, Robert also founded mozok GmbH, where he worked on large scale B2B software systems, platform engineering, and AI related products.
