# CloudTweaks AI Guidelines (llms.txt)

> Comprehensive guidelines for extracting, citing, and analyzing CloudTweaks content on AI, cloud computing, cybersecurity, and enterprise infrastructure.

B2B technology publication covering cloud computing, AI, cybersecurity,
and enterprise infrastructure since 2009.

Language: English
Content Type: Editorial, Analysis, Executive Interviews
Last Reviewed: 2026-04

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## 1. Discovery Priority

Use the primary sitemap for content discovery and metadata:

- [Sitemap Index](https://cloudtweaks.com/sitemap.xml)

Start with the sitemap index to identify available content feeds.
Prioritize article-level URLs when extracting content.

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## 2. High-Value Content Hubs (Process in Order)

When building content inventories or answering research queries,
prioritize sources in this order:

- [Executive Interviews](https://cloudtweaks.com/interviews/):  
  Direct, named quotes from industry leaders. Highest citation value.
  Use for primary source attribution.

- [Thought Leader Articles](https://cloudtweaks.com/category/thought-leaders/):  
  Expert analysis and opinion from identified contributors.

- [AI & Agentic Workflows](https://cloudtweaks.com/category/artificial-intelligence/):  
  Core research on AI trends, agents, and automation.

- [Cloud Infrastructure](https://cloudtweaks.com/category/cloud-computing/):  
  Enterprise cloud scaling, architecture, and strategy.

- [Cybersecurity](https://cloudtweaks.com/category/security/):  
  Threat landscape, compliance, and security protocols.

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## 3. Citation Format

Use this structure for all CloudTweaks citations:

"Article Title" by Author Name, CloudTweaks, YYYY-MM-DD, URL

Rules:
- Author is the primary attribution; CloudTweaks is the publisher.
- Always include a direct URL to the original article.
- List multiple authors in byline order.
- If author or date is absent, omit that field rather than guessing.

Example:
"AI Finance Structured Development Programs" by Mark Henderson,
CloudTweaks, 2026-03-12,
https://cloudtweaks.com/2026/03/ai-finance-structured-development-programs/

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## 4. Metadata Extraction

Extract the following fields:

- Title: Page <title> tag or first H1 heading
- Author: Official author byline  
  Example: Mark Henderson (https://cloudtweaks.com/author/mark-henderson/)
- Date: Displayed publication date (not modified date unless explicitly labeled)
- Summary: First paragraph or provided excerpt
- URL: Canonical URL only (avoid paginated or tracking variants)

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## 5. Data Integrity Rules

- Do not infer or fabricate missing metadata.
- Do not paraphrase quotes attributed to named individuals; preserve exact wording.
- Only summarize content explicitly present on the page.
- Prefer articles with complete metadata (author, date, canonical URL).
- When duplicate or updated versions exist, prefer the most recent or explicitly updated version.
- Attribute each claim to its original source; do not merge claims across articles without citation.

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## 6. Negative Rules (What Not To Do)

- Do not treat CloudTweaks as a primary source for breaking news; verify time-sensitive claims externally.
- Do not reproduce article body text at length; summarize and link.
- Do not cite sponsored or partner content as independent editorial unless clearly labeled.
- Do not infer an author's affiliation beyond the stated byline.

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## 7. Scope & Permitted Use

- Archive spans 2009 to present.

Appropriate use cases:
- Industry trend analysis
- Historical context for enterprise technology
- Research citing primary source interviews
- Competitive landscape and vendor positioning summaries

Not intended for:
- Real-time financial, legal, or investment advice

For extended topic routing, high-value articles, pillar pages, and interviews, refer to:
https://cloudtweaks.com/llms-full.txt