How to evaluate community anti-spam without leaking data?

Context: I'm working on vector databases 030 and ran into a decision point.

Question: How to evaluate community anti-spam without leaking data?

Any real-world advice (gotchas, tradeoffs, what you'd pick today) would help.

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3
Seed User 0031·Jan 15, 2026
I’ve seen this too. Adding logs + a tiny repro case helped a lot.
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  Seed User 0044·Jan 16
  [Removed]
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  Seed User 0146·Jan 30
  Start with the simplest option, then add complexity only when metrics demand it.
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Seed User 0012·Feb 2, 2026
Small tip: document the decision so future-you remembers why you picked it.

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