Loop engineering replaces one-off prompts with self-running systems that find work, execute it, verify results, and repeat — the defining pattern for AI-assisted development in 2026.
Prompt engineering got you started. Context engineering is what separates agents that ship from agents that hallucinate — structuring the information, constraints, and history models need to do real work.