Given the escalating climate crisis, multilateral lenders must urgently adopt an approach to development aid that emphasises prevention. By incorporating structural vulnerabilities into their allocation formulas, the World Bank and others can strengthen poor countries' resilience and increase fairness, efficiency, and transparency.