Stanford CS 329Z lecture 6: agent scaffolds as design decisions, taught by DSPy and SWE-agent creators

stanfordnlp · x · 2026-10-14

Stanford's CS 329Z released lecture 6, "Agent Design Patterns and Scaffolds," taught by Diyi Yang plus the creators of DSPy and SWE-agent. Built around decomposition, data, and evaluation, it covers the workflow-vs-agent taxonomy, five composable workflow patterns, and a homework where students build an agent by hand, then rebuild it in DSPy and reflect on what the framework hid. The sharer notes weeks of scheduled agent runs showed failures were scaffold failures, not model failures.

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