Modular orchestration, fail-safe design, hybrid memory management, and LLM integration with domain knowledge are essential to agentic systems that reason, act, and adapt at scale.

A few months ago, Apple released FastVLM, a Visual Language Model with near-instant high-resolution image processing. Now, you can test it out.