SELECT
posts.id,
posts.image,
posts.title,
posts.url,
posts.category_id,
categories.id,
categories.category_name,
categories.category_url
FROM posts
INNER JOIN categories ON categories.id = posts.category_id
ORDER BY posts.id DESC LIMIT 1

Böyle dener misin?