Conf42: DevOps 2025

DevSecOps at Scale: Multi-Agent System for Automating Build Failures with LLMs in Large Enterprise IT Ecosystems

Build failures in large-scale DevSecOps environments cause costly delays. We developed a multi-agent system using LLMs to automate build failure resolution within Infosys, supporting 100+ apps. This led to a 45% reduction in MTTR, 50% less troubleshooting time, and a 40% productivity boost.