The Importance of Context in AI x Infra Your Infra is a Graph with Roxane Fischer
AI Summary
In a recent presentation at AI Native Defcon, Roxan, CEO and co-founder of Any Shift, discussed the significance of context in AI applications, particularly in the realm of DevOps. She emphasized that infrastructure should be seen as a graph where resources are nodes and connections are edges. Roxan outlined common pitfalls in generating Infrastructure as Code (IaC), explaining that tools like GitHub Copilot and Cursor often miss contextual dependencies, leading to inefficient code. Through a live demo, she showcased how Any Shift’s AI DevOps agent bridges this gap by drawing contextual information from various sources, enhancing code generation and remediation capabilities. The presentation concluded with a discussion on methods to build a high-quality knowledge graph for infrastructure, emphasizing that ‘context is king’ in the successful integration of AI into DevOps processes.