Signed-off-by: oppiliappan me@oppi.li
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blog/posts/vouching.md
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blog/posts/vouching.md
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atroot: true
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template:
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slug: vouching
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title: combat LLM spam by building a web-of-trust
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subtitle: vouching on tangled
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date: 2026-04-29
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title: combat LLM spam by building a web of trust
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subtitle: vouching on tangled!
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image: https://assets.tangled.network/vouch.png
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date: 2026-05-01
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authors:
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- name: Akshay
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email: akshay@tangled.org
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handle: oppi.li
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draft: true
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draft: false
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---
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<picture>
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<img class="h-auto max-w-full" src="https://assets.tangled.network/vouch.png">
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</picture>
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Tangled now has native support for
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[vouching](https://github.com/mitchellh/vouch/)! You can
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vouch or denounce users that you interact with. Vouched
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PR should add the PR to the vouch record as a piece of
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evidence
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<picture>
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<img class="h-auto max-w-full" src="https://assets.tangled.network/vouching-hats.png">
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</picture>
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## how it works
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When you vouch for or denounce somebody on Tangled, you
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- in pull-requests and pull-request comments
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A hat appears over a user only if you have directly
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vouched/denounced them, or if somebody you have vouched for,
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vouched/denounced them, or if somebody you have vouched for
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has vouched/denounced them.
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Additionally, there are no consequences for a denounced