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.
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