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<title>BriefLoop</title>
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<h1>BriefLoop</h1>
<p>
Open-source loop engineering for auditable AI-assisted business briefings.
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<ul>
<li>Source-backed claims</li>
<li>Claim ledgers</li>
<li>Quality gates</li>
<li>Audit trails</li>
<li>Reproducible sample runs and evaluation packs</li>
</ul>
<div class="note">
BriefLoop targets traceability and process accountability. It is not a
truth proof engine and does not claim semantic proof.
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<p>
<a href="https://briefloop.ai">Website</a>
<a href="https://github.com/Stahl-G/briefloop">GitHub</a>
<a href="https://pypi.org/project/briefloop/">PyPI</a>
<a href="https://huggingface.co/spaces/briefloop/briefloop-demo">Demo</a>
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