Content by RavinderGupta (2)

RavinderGupta outlines a “self-healing” CI/CD pattern where an agent observes Azure DevOps pipeline failures, uses Azure OpenAI (via Microsoft AI Foundry) to analyze build logs, and then proposes or applies fixes—such as updating Terraform for Azure Internal Load Balancer configuration—by opening a pull request for review.

RavinderGupta presents a technical walkthrough on managing context retention in agentic AI using Python, featuring practical code examples, LangChain memory components, and best practices for multi-agent systems.