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Stanford CS146S Teaches AI-Native Engineering via Code Reviews

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What's new

First merged summary.

Merged summary · x-ai/grok-4.7 · rewritten as coverage arrivesSummaries by Vani AI

Podcast with Mihail Eric discusses Stanford CS146S, where students review open-source patches, and Monaco's agent workflows for code review.

Stanford CS146S requires students to review unfamiliar open-source repositories, propose changes, and explain patches to maintainers. The nine-assignment course with capstone covers context engineering and diff understanding. Mihail Eric, who leads AI at Monaco and hosts the AI Engineer YouTube channel with one million subscribers, explains agent workspaces, code review tools, Datadog and GitHub access, and why code review becomes a bottleneck when AI generation outruns review. Human work remains focused on understanding design decisions.

Key facts
  • Stanford CS146S has nine assignments and a capstone
  • Students review and explain open-source patches to maintainers
  • Monaco uses custom agent workspaces for code review and debugging
  • Agents like Hal investigate outages at Monaco
  • Code review bottleneck when generation outruns review
  • Syllabus covers context engineering and diff understanding
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What each outlet adds

beyond the shared facts
  • Latent SpaceDetailed syllabus discussion, Monaco agent workflows, and Datadog GitHub access; shorter version adds nine assignments and capstone
Vendors
Monaco
Organizations
StanfordMonaco

Coverage

oldest first · one row per article · UTC
  1. · 2d ago Latent SpaceFirst report

    Stanford CS146S teaches AI-native engineering via open-source maintainer reviews

    Podcast with Monaco's AI lead discusses Stanford course where students review open-source code for AI agents.

  2. · 2d ago Latent Space

    Stanford teaches AI-native engineering with coding agents

    Mihail Eric shares Stanford CS146S syllabus and Monaco agent workflows.