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

Tag

# #Automation

2 posts tagged "Automation".

[All posts](/en/blog)

- [#Automation](/en/blog/tag/automation)

- [#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)

[##  Google Indexing in Astro: Incremental Cache-Driven Submissions

How to fix Google indexing deadlocks in static Astro sites using incremental cache-driven API submissions, Git SHA hashing, and sitemap lastmod timestamps.          曾亮懿       October 13, 2026      4 min read

#Astro

#SEO

#Google

#Automation](/en/blog/google-indexing-incremental-cache)    [##  CLI knowledge workflows: exits, JSON contracts, and final states

Check current CLI commands and JSON shapes; reject false success with synthetic process and per-ID state checks before scheduling and recovery.          曾亮懿       October 7, 2026      4 min read

#ChatCrystal

#CLI

#Automation](/en/blog/cli-knowledge-workflow)

##  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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