AI Systems Engineer — GenAI, distributed systems and production architecture. I build applied AI systems that hold up in production, and I host this site myself.https://orieult.com/en-ushttps://orieult.com/writing/five-ways-nightly-agents-failed-while-reporting-success/https://orieult.com/writing/five-ways-nightly-agents-failed-while-reporting-success/I use agents across software, data, infrastructure, and knowledge work. Five unattended failures taught me why process success is not outcome evidence.Sat, 29 Aug 2026 00:00:00 GMTAI agentsMCPself-hostedreliabilityobservability