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I found a prompt injection in my own IDs triage tool – what stopped it

I found a prompt injection in my own IDs triage tool – what stopped it

by aaronphifer·May 31, 2026·2 points·0 comments

AI Analysis

MidDark HorseNiche Gem

URL injection bypassed canary tokens and schema validation simultaneously.

Strengths
  • Tested four injection scenarios with documented results for each
  • Concrete attack vector: verdict and confidence in URL parameters
Weaknesses
  • Blog post submitted to Show HN, not an actual tool or product
  • Triagewall itself isn't open source or available to test
Category
Target Audience

Developers building LLM pipelines with untrusted input

Similar To

Lakera Guard · PromptArmor · Rebuff

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