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Large Language Models (LLMs) have a well-known appetite: they consume vast amounts of data, parameters, and compute. That scale is what gives them their remarkable fluency—but it’s also what makes them expensive,…

In theory, harness engineering gives us a safe way to use AI for legacy migrations. In practice, the challenge is very concrete: How do you design a system that can understand, analyze,…

What is harness engineering? AI models can now write code, fix bugs, and even refactor entire systems. But anyone who has tried to use them in real workflows quickly runs into a…