AI Coding Agents in 2026: A Fullstack Engineer's Recap

By 2026, the AI coding assistant market has consolidated and specialized, becoming predictable in fullstack workflows, driven by lower inference costs and mature evaluation tools. This shift fundamentally alters how small teams staff features, emphasizing the need to strategically integrate AI to avoid velocity costs or "AI-generated tech debt."