Autonomous AI agents now handle complex coding tasks that once required manual human intervention. This shift follows the rise of open source and DevOps. Developers must now pivot from writing raw code to orchestrating agentic workflows. This transition reduces boilerplate toil but demands higher-level architectural oversight to prevent systemic technical debt.