Tools & ProjectsNovember 08, 2026
43
š¶ļøš¶ļøš¶ļø
Stanford's New Homework: Talk to Maintainers
Stanford's CS146S course teaches AI-native engineering by having students patch real open-source repositories, with their changes reviewed by maintainers instead of completing one-prompt homework assignments.
#Coding Agents#Education#Open Source#Dev Workflow#Stanford

š„ What happened
Mihail Eric overhauled his Stanford CS146S course: instead of nine assignments students could one-shot with an agent, they now contribute patches to open-source projects. Maintainers review the patches personally.
š” Why it matters
A survey in his class found every sophomore and junior already used coding agents. The new homework trains what agents can't do: figuring out whether the maintainer even wants the change. At Monaco, the team built its own agent workspaces because off-the-shelf products didn't fit.
ā” Our take
Treating agents as code cannons misses the point: the real work is the conversation with the maintainer. You can't prompt that.
The title, summary and analysis of this item were produced automatically by an AI system and have not been editorially reviewed. They may contain errors, bias or omissions ā when in doubt, read the linked original source.
Deep Dives & Similar Intelligence
Colibri squeezes 744B model onto your laptop
Tools & ProjectsNovember 04, 2026
Your own AI agent team on a Mac
Tools & ProjectsNovember 06, 2026

Nine Engineers, 1,211 PRs: Microsoft's Agent Insanity
DevOpsNovember 02, 2026

Anthropic's Cryptographic Proof for AI Outputs
Ethics & SecurityNovember 03, 2026

Autonomous ETL Pipeline Nails Salesforce Merger
Tools & ProjectsNovember 04, 2026