Modern applications don’t just run on code anymore. They run on models, agents, embeddings, datasets, and autonomous tools like MCP servers. Developers are pulling pre-trained LLMs from Hugging Face, integrating open-source agent frameworks, and wiring up AI pipelines faster than security teams can track them.