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Context Engineering and AI Orchestration

COM SCI 910.4

Students learn advanced context engineering and AI orchestration through hands‑on projects, mastering prompting, context management, human‑in‑the‑loop design, ContextOps, and multi‑agent coordination to build secure, scalable, production‑ready AI systems.

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About This Course

This course provides a comprehensive foundation in advanced context engineering and AI orchestration, preparing students to design, optimize, and deploy sophisticated AI systems. Through hands-on projects and applied theory, students will develop the skills needed to craft effective prompting strategies, manage complex context flows, and build human‑in‑the‑loop systems that ensure oversight, reliability, and continuous improvement.

Learners will implement production‑ready ContextOps practices, including prompt versioning, testing, monitoring, and safe deployment, while orchestrating multi‑agent systems with robust coordination and system‑health management. The course emphasizes end‑to‑end solution development, guiding students in integrating advanced prompting, context management, human‑AI collaboration, and multi‑agent orchestration into cohesive, high‑performing AI applications.