AB

PR71 · Pair22

PreOracle vs strengthened Builder

All pipeline runs →

Same frozen idea, persona, design and model

What changed, what improved, what did not

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Pair
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Implementation

What was actually fixed

These are code changes in the treatment. They are separate from the experiment verdict.

Experiment ideas

What we tried, and what the run proved

Each row is one isolated idea. “Works” can mean the mechanism worked; it does not automatically mean PreOracle is safe to remove.

Evidence

Recorded logs

Open either “Build the task” row above for the complete recorded Builder history. Raw event metadata is available behind every item; private reasoning, credentials, full prompts, and answer-bearing file contents are not published.