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Show HN: Harness Tuner – eval-driven tuning loop for agent tools, prompts, model

github.com

5 points by scosman · 5 comments

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3 threads
samfierro

I feel like there are always so many things I could try to improve my agentic systems but doing it manually never seems worth it to me. Can’t wait to try this out on my projects.

james_marks

I'm not quite sold enough to invest in migrating to the Kiln ecosystem, but it looks to be a great concept and well done project.

  • scosmanOP

    makes sense. We're working on a 1 command "harness-tuner --source ./existing_agent" which should make it easier to try.

iuliab

Oh, this actually re-writes tools? I assumed another prompt optimizer but looks like this is an actual harness tuner.

  • scosmanOP

    yeah exactly. The tool re-writes have been the biggest gains. A ton of agent issues are in the tool layer, so letting the loop optimize the tools makes instances of the agent much faster and more accurate.

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