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Developers can build faster, smarter, and more secure software with AI and the cloud. In this issue of CODE Magazine, learn how model distillation shrinks large language models into small, private models that run locally, and go beyond LoRA fine-tuning with QLoRA, prompt tuning, LLM-as-a-judge evaluation, and ONNX deployment. Discover why AI-assisted coding needs team-level guidelines, and why agentic coding makes dependency selection a critical software supply chain security decision. Build low-latency edge computing systems with .NET, Azure IoT Edge, and Native AOT. Finally, streamline Azure API development in VS Code, from OpenAPI contracts and Azure Functions to Azure API Management and GitHub Actions automation.