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Linyb Geek Road
Linyb Geek Road
Jun 3, 2026 · Artificial Intelligence

Practical Harness Engineering: The Most Effective Way to Understand Harnesses

The article presents a hands‑on exploration of Harness Engineering for AI agents, detailing a four‑layer Python harness built with DeepSeek API, step‑by‑step safety experiments, and iterative improvements that demonstrate how precise constraints make powerful agents reliably controllable.

AI agentsControl TheoryDeepSeek API
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Practical Harness Engineering: The Most Effective Way to Understand Harnesses