Autoresearch
2 articles in this topic.
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The Third Axis
What happens when you let the harness improve itself — two experiments in feedback-driven harness evolution, and an honest look at how rough the trajectory actually is.
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What If the Harness Could Improve Itself?
Applying the autoresearch pattern to self-improve an engineering agent harness. Automated prompt optimisation across HVAC audit tasks on Claude and GPT-4.1-mini, showing how harness engineering compounds when the improvement loop runs itself.