AI-Powered Code Parsing and Semantic Analysis for DevOps Pipeline - Keynote

John Willis and Tracy Ragan As software development ecosystems grow increasingly complex, the need for intelligent DevOps automation in script analysis and dependency management becomes critical. Join Jon Willis as he explores cutting-edge tools and techniques that leverage AI-driven code parsing and semantic analysis to enhance DevOps workflows. He will discuss the application of Large Language Models (LLMs) such as GPT-4, CodeBERT, and OpenAI Codex in parsing infrastructure and automation scripts, including Jenkinsfile, Dockerfile, Makefile, GitHub Actions, and Terraform. These models facilitate the identification of dependency installations (e.g., apt-get install, pip install, npm install) and pinpoint update points within scripts. SecureChainCon 2025 Keynote