---
title: "#Testing — Blog"
description: "Posts tagged \"Testing\"."
image: "https://zengliangyi.com/og/blog/tag/testing.png"
---

Tag

# #Testing

1 post tagged "Testing".

[All posts](/en/blog)

- [#Testing](/en/blog/tag/testing)

- [#ChatCrystal](/en/blog/tag/chatcrystal)

- [#Node.js](/en/blog/tag/node-js)

- [#TypeScript](/en/blog/tag/typescript)

- [#SQLite](/en/blog/tag/sqlite)

- [#AI](/en/blog/tag/ai)

- [#Data parsing](/en/blog/tag/data-parsing)

- [#Knowledge management](/en/blog/tag/knowledge-management)

- [#MCP](/en/blog/tag/mcp)

- [#Claude Code](/en/blog/tag/claude-code)

[##  Graph-Assisted Refactoring: Turning Relational Clues into Checks

Turn note and code graph relations into verifiable fault checks: trace candidate edges, check dependencies, and avoid treating links as proof.          曾亮懿       October 7, 2026      5 min read

#ChatCrystal

#Knowledge graph

#Testing](/en/blog/graph-assisted-refactoring)

##  From writing to code

Explore ChatCrystal, developer tools and daily learning notes on my GitHub. Questions about the implementation are welcome.

[Visit my GitHub](https://github.com/ZengLiangYi)

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