Data warehouse vs. data lake: which should you choose?

Introduction

Both data warehouses and data lakes solve the same fundamental problem — giving your whole company a single source of truth — but they do it in very different ways. This article explains when to pick one over the other.

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What you will learn

1. How to structure a practical knowledge base entry
2. What fields are available (title, excerpt, thumbnail, tags, read time)
3. How translations work across the 4 supported locales

Step-by-step

1. Open the admin panel at `/admin/knowledge-base`
2. Click New article
3. Fill in the slug, type (article / guide / tutorial / reference), author and thumbnail
4. Add per-locale translations for the title, excerpt and content
5. Save as draft, then flip to published when you are ready

Next steps

When you publish a new article it immediately appears in the public listing at

`/{locale}/knowledge-base` and can be linked from the footer. Use the featured

toggle to promote your most important guide to the top of the page.