A backend engineer with payments experience walks through three career pillars getting weaker under LLM pressure, from design docs to Sentry and DataDog assisted debugging. The strongest part is not the prediction, it is the workplace friction around what still counts as expertise when domain knowledge, bug triage, and code organization can all be partially delegated.