Both autophagy, a cellular recycling process, and the innate immune response can have different effects on tumour formation at different stages. Interestingly, autophagy and the innate immune response interact during tumorigenesis to have both tumour‐promoting and tumour‐inhibiting affects. By dissecting the interaction between autophagy and the innate immune response during tumour formation, novel therapeutic strategies may be identified.