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CS2680 · Fall 2026
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Fall 2026
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Assignment 1 · Mads-Lens
Web interfaces for your agents
Building a live web UI driven by Claude Code to visualize real-time tool trajectories, subagent branching, and session costs from the user’s perspective.
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Assignment 3 · Mads-Opt
High-efficiency agent orchestration
Engineering context compression, tool concurrency, and dynamic model routing around a black-box LLM API to slash latency and cost while preserving benchmark task accuracy.
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Assignment 5 · Mads-Stack
Optimizing the full agent stack
Profiling and optimizing the complete agent stack, from control flow and serving infrastructure down to open-weight inference,to maximize end-to-end compute and token efficiency.
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The
publishing guide
has the steps.