psnb-obs
psnb-obs — 破甲作战系统：LLM 安全评测与红队工具链（八层架构：条令注入/措辞转换/出站指纹清洗/运行时护航/自进化/多模型路由/变异搜索/多轮状态机）
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This is 1 of 253 launches in open source utilities and reference repositories — see how it stacks up on momentum and crowding →
59 other launches read as similar to this one →
Details
- External ID
- 1411576331
- Source
- GITHUB
- Company
- —
- Product
- psnb-obs
- Website domain
- github.com
- Launched
- Oct. 9, 2026
- Cohort
- —
- Upvotes
- 18
- Upvotes percentile
- 0.41
- Tags
- —
Enrichment
- Niche
- open source utilities and reference repositories
- Vertical
- Security
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- llm red teaming and security evaluation toolkit
- Manually corrected
- False
Could you build this?
Partial While wrapping LLM APIs and prompt chains into a red-teaming tool is doable, architecting a robust multi-layer adversarial jailbreak and mutation testing framework requires domain-specific LLM safety research and adversarial attack heuristics.
What it would actually take: Requires a Python-based orchestrator (e.g., LangChain/FastAPI or custom state machine) coordinating multi-turn agent conversations, implementing genetic or gradient-free prompt mutation algorithms, jailbreak taxonomy mappings, and runtime signature scrubbing. The hard part is developing genuinely effective adversarial prompt mutations and multi-turn state machines capable of consistently bypassing modern frontier safety filters.
Competitors
Other products that read as similar to this one — 59 launches clear the similarity bar, closest 8 shown.
Attention rank: #29 of 60 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 33 days after the earliest competitor.
- fujiang-dsh · github · 2026-10-03 · 21 upvotes · similarity 0.43
- cumcm2026-b-radio-interference-localization · github · 2026-09-10 · 12 upvotes · similarity 0.40
- -PCB · github · 2026-09-27 · 41 upvotes · similarity 0.40
- CEB · github · 2026-09-11 · 6 upvotes · similarity 0.40
- cumcm2026 · github · 2026-09-10 · 45 upvotes · similarity 0.39
- SEA Bank OCR · ph · 2026-10-06 · 1 upvotes · similarity 0.38
- EarShot · github · 2026-09-12 · 10 upvotes · similarity 0.37
- 萌啦OZON数据_Ozon数据分析软件_ 跨境电商Ozon数据分析 · ph · 2026-09-11 · 1 upvotes · similarity 0.36
Other launches for this product
- No other launches for this product.