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I Published Every Flaw My Safety Tool Can't Catch. It Made It More Credible, Not Less.

By PulseAugur Editorial · [1 sources] ·

An open-source safety tool for LLM agent planning engines has been developed, with its creator choosing to publish its known flaws to enhance credibility. The tool successfully blocked adversarial goals and flawed variants in initial tests, but three critical AI

RANK_REASON [lever_c_demoted from research: ic=1 ai=1.0]

Read on dev.to — LLM tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

I Published Every Flaw My Safety Tool Can't Catch. It Made It More Credible, Not Less.

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8 / 100
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Newsworthiness bucket
Tool
[lever_c_demoted from research: ic=1 ai=1.0]
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Single-source cluster
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High
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Breaking (< 6h)
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COVERAGE [1]

  1. dev.to — LLM tag TIER_1 English(EN) · Debashish Ghosal ·

    I Published Every Flaw My Safety Tool Can't Catch. It Made It More Credible, Not Less.

    <blockquote> <p>This is a companion to the <a href="https://github.com/deghosal-2026/planner-critic-engine" rel="noopener noreferrer">PlannerCritic series</a>. <a href="https://dev.to/debashish_ghosal/i-tried-to-prompt-inject-my-own-agent-engine-it-didnt-work-heres-why-57m0">Arti…