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sanbuphy 79450b0729 Add Graph Engineering lecture and project across all 15 locales
Introduce Lecture 14 (From Single Loops to Graph Engineering) and Project 08
(Draw Your Workflow as a Graph), translated into all 15 locales. Update the
sidebar config, per-locale READMEs (what's-new blocks, learning path phases
7-8, project evolution, and outline links pointing to each locale's docs),
and the root/zh-CN READMEs.

Key content: the four stacked layers (prompt to context to loop to graph) and
where harness sits, the four parts of a graph, why in-loop checkpoints can't
fix the three structural failures at scale, a framework-agnostic six-step
build walkthrough, graph vs. workflow, anchors, and the open-source
landscape before vs. after the name.
2026-08-04 11:22:54 +08:00

633 B

Lecture 14 Code

Use this folder to store examples for:

  • graph.md graph description template (nodes / edges / shared state / routing rules)
  • node-prompt.md node role prompt template
  • routing-rules.md routing rules template
  • maker_checker_graph.py reference implementation (framework-bound: LangGraph): turns the six steps of "Build Your First Graph from Scratch" into runnable code — state schema, nodes, edges, conditional routing, checkpointer. The lecture body is framework-agnostic; this is one concrete way to write it down
  • Graph control script examples (execute the graph, check checkpoints, trigger human approval)