Design advanced prompting strategies for production AI agents in Microsoft Foundry. Implement multiturn reasoning architectures with dynamic context injection, build layered prompt injection defenses, design system prompt frameworks with autonomy-level control, design multi-intervention guardrail architectures covering all four attack surfaces, implement prompt versioning and optimization workflows, and design fine-tuning strategies and data preparation pipelines.