A practical, layer-by-layer AI tech stack for developers in 2027: models and inference, coding agents like Cursor and Devin, AI code review like Cubic, MCP tooling, retrieval, evals, and the agentic infrastructure layer that lets agents deploy safely inside your own cloud account.