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Context Engineering

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When the Harness Is a Mess, Restart

Using an agent to build an inference engine from scratch, the project grew messier and performance degraded. The solution was always the same: stop, redefine the goal, open a new repo, and start over. The same model acted like a different entity. Microsoft simulated 200,000 conversations and found the same thing: a model on the wrong path won't turn back.

5 min read