Old Zhang's AI Learning
Old Zhang's AI Learning
Apr 13, 2026 · Artificial Intelligence

How Harness Engineering Makes or Breaks AI Agents – Lessons from Hsu’s 2026 Lecture

The article explains Harness Engineering—a set of tools that control an AI agent’s cognitive framework, capability boundaries, and behavior flow—showing how proper harnesses can turn modest models into high‑performing agents, while poor harnesses cause failures, with concrete examples, benchmarks, and research citations.

AI AgentContext EngineeringHarness Engineering
0 likes · 12 min read
How Harness Engineering Makes or Breaks AI Agents – Lessons from Hsu’s 2026 Lecture
21CTO
21CTO
Apr 4, 2024 · Artificial Intelligence

How SWE‑agent Enables GPT‑4 to Fix GitHub Bugs Faster Than Devin

The Princeton team’s open‑source SWE‑agent equips GPT‑4 with a specialized agent‑computer interface that lets it understand, edit, test, and repair code in real GitHub repositories, achieving state‑of‑the‑art bug‑fixing performance with low latency and cost.

AI programmingGPT-4SWE-agent
0 likes · 8 min read
How SWE‑agent Enables GPT‑4 to Fix GitHub Bugs Faster Than Devin