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GOLEM - Next-Gen security tester for AI

GOLEM is a web platform for testing security of AI models

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It is pre-announcement in order to spread a word around the community. GOLEM release is planned on October 31, 2026. Testing LLM security is very complex nowadays. Static payloads get patched in days, manual audits take weeks, and testing slow reasoning models usually takes 20+ hours. I built GOLEM in order to fix this by introducing Neural Attack Engine (NAE), Pyramid Mode, fancy and simple web-interface and 200+ Attack Vectors.

PH · launched Oct 18, 2026 · 1 upvote (top 67%) · 0 views

Niche: ai agent security and monitoring tools · 297 launches, 14 in the last 7 days ▼ -44% · Explore this niche →

Category and tags

  • Security
  • Observability & eval
  • B2B
  • AI-native
  • Commercial product
  • Analytics
  • Artificial Intelligence
  • GitHub
  • YouTube
  • Tech

Visit website ↗ Source listing ↗

Could you build this?

Partial The dashboard and reporting interface are easy to build, but building an automated, adaptive red-teaming engine that discovers novel LLM vulnerabilities and jailbreaks requires deep adversarial AI security research.

What it would actually take: The backend requires a distributed testing harness capable of orchestrating diverse attack strategies (automated gradient-based attacks, multi-turn red-teaming agents, prompt injection fuzzer pipelines, and jailbreak trees like PAIR or TAP). The critical challenge is developing dynamic, novel attack heuristics that bypass state-of-the-art guardrails rather than merely replaying static known prompts. This requires specialized AI security researchers and red-team practitioners.

Competitors

Other products that read as similar to this one : 50 launches clear the similarity bar, closest 8 shown.

Attention rank: #34 of 51 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 317 days after the earliest competitor.

  • AegisKernel · ph · 2026-11-02 · 2 upvotes · similarity 0.39
  • Checksum AI · ph · 2026-08-20 · 229 upvotes · similarity 0.37
  • agent · github · 2026-11-08 · 15 upvotes · similarity 0.36
  • Humanbound · ph · 2026-10-27 · 1 upvotes · similarity 0.35
  • GAUNTLEX · ph · 2026-09-19 · 2 upvotes · similarity 0.35
  • HEXBOX · ph · 2026-10-19 · 2 upvotes · similarity 0.35
  • AI V11 "Nexus Intelligence" is UPDATED! · ph · 2026-10-18 · 1 upvotes · similarity 0.35
  • HOG3 Security · ph · 2026-09-08 · 3 upvotes · similarity 0.34

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