Architect

Jun 19, 2026 · Artificial Intelligence

From Harness to Environment: The Next Engineering Layer for LLM Agents

The article argues that while Harness engineering still controls how agents run, the emerging focus on Environment engineering determines whether agents receive reliable, verifiable feedback, shaping their long‑term learning and safety in real‑world tasks.