2026 AI Agent Engineering Guide: Harness & Loop Architectures for Autonomous Runtime
1 months ago 高效码农2026 AI Agent Engineering Guide: A Deep Dive into Harness and Loop Architectures The AI landscape has evolved dramatically over the past few years. Looking back at 2023, we were focused on mastering prompt engineering. By 2024, the emphasis shifted to agent orchestration. In 2025, we began adding runtime layers to our agents. Now, in 2026, the central challenge has become: how to make this runtime run autonomously. This isn’t just technological iteration—it’s a leap in engineering thinking. If you’re still competing on model scores or satisfied with a successful demo once, you’re falling behind. Today’s engineers are focusing on …
AI Agent Engineering: The 3-Part Framework to Fix Context Loss, Agent Conflicts & Chat Degradation
3 months ago 高效码农Mastering AI Agent Engineering: A Three-Dimensional Framework from Real-World Trenches Have you ever treated an AI coding assistant like Claude Code as a full-time work partner, only to find it “forgetting” your project context, multiple tasks colliding with each other, or decision quality quietly degrading over long conversations? These aren’t random glitches. They represent three fundamental challenges that anyone integrating AI deeply into their workflow will inevitably face. This article draws on six months of hands-on experience using Claude Code as an around-the-clock collaborator, mapping real-world failures to the three core dimensions identified by OpenAI, Cursor, and Anthropic in their …