Transitional CXCL14+ cancer‐associated fibroblasts enhance tumour metastasis and confer resistance to EGFR‐TKIs, revealing therapeutic vulnerability to filgotinib in lung adenocarcinoma. Here, CXCL14 is linked to cancer.