My collection loop renders nothing or duplicates products. What’s wrong?

Usually the {% for %} loop is iterating the wrong object, the {% paginate %} block is missing its {% endpaginate %}, or a limit conflicts with the paginate count so items are dropped or repeated. We fix the loop target, the paginate by value, and the pagination markup so the grid shows the right products with working next/previous links.