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Explore how agentic AI transforms infrastructure operations from repetitive manual tasks into intelligent, automated workflows in this 11-minute conference talk. Learn about Quali's Torque MCP Server implementation that leverages rich environment context to enable AI agents to safely provision and clean up infrastructure resources while maintaining full traceability and governance. Discover the principles behind designing AI tools that function as collaborative teammates rather than simple automation scripts, with emphasis on safety, reliability, and auditability in infrastructure management. Watch a live demonstration showcasing how environment-aware agents can accelerate infrastructure operations while ensuring proper oversight and control mechanisms are maintained throughout the automation process.
