pojia-breaker
Chinese-first LLM jailbreak benchmark & red-team toolkit | 中文LLM安全评测框架 | by POJIA.AI
Details
- External ID
- 1384544819
- Source
- GITHUB
- Company
- —
- Product
- pojia-breaker
- Website domain
- vercel.app
- Launched
- Sept. 24, 2026
- Cohort
- —
- Upvotes
- 18
- Upvotes percentile
- 0.5655905713553676
- Tags
- ai-safety, benchmark, chinese-nlp, deepseek, jailbreak, llm-evaluation, llm-security, prompt-injection, red-team, security-research
- Fetched at
- Sept. 27, 2026, 5:02 p.m.
- Updated at
- Sept. 27, 2026, 5:02 p.m.
Enrichment
- Theme
- Vertical
- Security
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- chinese-first llm jailbreak benchmark and red-team toolkit
- Manually corrected
- False
Could you build this?
Partial The UI and basic evaluation harnesses can be vibe-coded, but assembling a specialized Chinese LLM jailbreak dataset and automated multi-turn adversarial exploit engine requires deep red-teaming security knowledge.
What it would actually take: The architecture involves a red-teaming orchestrator (Python/FastAPI) driving target LLMs through multi-turn conversational trees, paired with dynamic scoring evaluators and automated prompt mutators. The hard part lies in discovering and cataloging zero-day adversarial jailbreak templates tailored to Chinese cultural and regulatory guardrails (e.g., evasion of mainland safety filters and specialized WAF bypasses). This requires seasoned AI security and prompt injection research expertise.
Competitors
Other products that read as similar to this one — 64 launches clear the similarity bar, closest 8 shown.
Attention rank: #24 of 65 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 311 days after the earliest competitor.
- jailbreak-archive · github · 2026-09-23 · 39 upvotes · similarity 0.55
- procyon · github · 2026-09-16 · 60 upvotes · similarity 0.50
- DeepSeek-jailbreak · github · 2026-09-11 · 11 upvotes · similarity 0.46
- Xiaomi-Jailbreak-2026 · github · 2026-09-19 · 16 upvotes · similarity 0.44
- Korean-llm-v4 · github · 2026-09-09 · 21 upvotes · similarity 0.43
- genpark-adversarial-prompt-jailbreak-detector-skill · github · 2026-09-26 · 7 upvotes · similarity 0.42
- genpark-agent-prompt-injection-jailbreak-sentinel-skill · github · 2026-09-28 · 7 upvotes · similarity 0.42
- genpark-agent-prompt-injection-jailbreak-sentinel-skill · github · 2026-09-28 · 7 upvotes · similarity 0.42
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a observability & eval tool for Media & entertainment yet.