The author reflects on moving from traditional backend work to AI development, describing how the shift brings longer hours but a more engaging, exploratory workload, a broader perspective, new documentation practices, and a changed hiring landscape.
Context Hub, Andrew Ng’s latest open‑source project, introduces a structured, versioned documentation layer for coding agents that tackles API hallucination and memory loss, offers incremental fetching, annotation, and separates local notes from public feedback, making agent‑driven development more reliable and token‑efficient.
This guide explains how to leverage AI tools like Cursor and Claude Code to automatically extract code differences, generate prompts, create markdown documentation, configure Confluence integration, and publish wiki pages, streamlining SDK documentation creation and reducing manual effort for development teams.
