Stanford CS146S Lecture Breaks Down How Always-On Proactive Agents Like Bot Work
soleio · x · 2026-10-10
leerob published his Stanford CS146S lecture explaining how always-on, proactive agents like Bot actually work. The syllabus covers how we got here, what changed in the models, the internals of an always-on agent, the harness, context engineering, and where the field is heading. A structured primer for anyone building agent infrastructure; full video is on YouTube.
More from coding & agent
- Salesforce's Opera critic framework boosts coding agent resolve rates by up to 15 points — Salesforce · 2026-10-10
- Prime Sandboxes 向 A 轮前初创免费开放 RL 训练沙箱额度 — xeophon · 2026-10-10
- Why OpenAI built DIL instead of rendering generated HTML in iframes — soleio · 2026-10-10
- Jev inside agents: browser-use's jev-ultrafast hits 22.5k stars picking actions without LLM calls — Arindam_1729 · 2026-10-10
- Cloudflare gives you 1,000 free outbound emails a day — just have your agent install the CLI — tristanbob · 2026-10-10
- Dotey on AI coding loop: fast feedback cycles plus parallel tasks beat raw speed — dotey · 2026-10-10