Field notesVideo lessons

A library of guided video lessons

Learn from the source, then go deeper.

Chronological, source-grounded notes for understanding the ideas behind each video.

3 available lessons

The library

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  1. 01

    Video lesson

    Agentic SDLC at Uber: From Platform Building Blocks to a Managed Software Factory

    A source-grounded lesson on Uber's six-layer agent platform and the end-to-end loop it supports: research, design, coding, early validation, CI, review, and maintenance. The central idea is that useful agentic engineering depends less on a lone coding model than on controlled access, relevant context, prepared execution environments, reusable skills, staged evidence, and feedback loops.

    AI Engineer | 18:25
  2. 02

    Video lesson

    Understanding is the new bottleneck — Geoffrey Litt, Notion

    AI Engineer | 19:33
  3. 03

    Video lesson

    Forward-Deployed Engineering: Platform, Outcomes, and Adoption

    A source-grounded introduction to forward-deployed engineering as a model for delivering customer outcomes on a reusable technical platform.

    AI Engineer | 17:48