The tech hiring pipeline has shifted from talent discovery to defensive risk mitigation. Flooded by synthetic resumes and hyper-automated applications, hiring systems now favor pre-validated channels and proof-of-work over polished presentations. For engineers, success in 2026 means being the most difficult to doubt.