NiceTryGPT
Make CTFs harder to shortcut with LLMs, not humans
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
NiceTryGPT is an open-source minimal-diff workflow that helps CTF authors reduce cheap LLM shortcuts while preserving the intended vulnerability, learning objective, and human experience.
PH · launched Sep 22, 2026 · 2 upvotes (top 26%) · 1 view
Niche: cybersecurity training platforms · 78 launches, 7 in the last 7 days · Explore this niche →
Category and tags
- Security
- Observability & eval
- B2B
- AI feature
- Commercial product
- Open Source
- Developer Tools
- GitHub
- Security
Visit website ↗ Source listing ↗
More like this: all 78 launches in cybersecurity training platforms →
Could you build this?
Yes It is an open-source Python CLI workflow/script and documentation framework that tests challenge variants against LLM prompts.
Competitors
Other products that read as similar to this one : 44 launches clear the similarity bar, closest 8 shown.
Attention rank: #12 of 45 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 323 days after the earliest competitor.
- dexgpt · github · 2026-09-09 · 26 upvotes · similarity 0.39
- ChatGPT App That Solves LLM Randomness Problem No One Talks About · hn · 2025-12-05 · 8 upvotes · similarity 0.38
- SlowDNS Client (DNSTT) · ph · 2026-11-09 · 1 upvotes · similarity 0.35
- ilio-mini · github · 2026-09-25 · 14 upvotes · similarity 0.35
- Tokenflood · hn · 2025-11-12 · 21 upvotes · similarity 0.34
- LaplacesScissors · github · 2026-11-07 · 30 upvotes · similarity 0.33
- any-llm-routing-patterns · github · 2026-10-05 · 26 upvotes · similarity 0.33
- OfflineTTS — Free browser-based TTS & STT that runs locally · hn · 2026-07-19 · 11 upvotes · similarity 0.33
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.