Read the abstract ➤ https://www.conf42.com/DevOps_2025_Rajeshwari_Ganesan_Chidambaram_Ganapathy_Sundaram_devsecops_automation_systems Other sessions at this event ➤ https://www.conf42.com/devops2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to DevOps at Scale 00:03 Enterprise Setup and Build Failures 01:50 Analyzing Build Failures 02:50 DevOps Journey and Log Processing 04:19 Building the Agentic System 10:20 Challenges in Building the System 15:49 Key Conclusions and Results