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Dev · lilianweng.github.io · Wednesday, 8 July 2026

Why Harness Engineering Is the Key to AI Self‑Improvement

Lilian Weng maps out how "harnesses"—software layers that orchestrate LLM execution—can become the backbone of recursive self‑improvement. By treating the harness like an OS, with workflow automation, persistent memory, and tool integration, researchers can accelerate AI agents that upgrade their own training pipelines and deployment stacks.

Read the source: lilianweng.github.io ↗In the 8 July issue →