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黑盒渗透认知 Runtime：只替你记住世界，不替你决定怎么打。IO / 状态 / 投影 / 记账，证据可复核
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GITHUB · launched Sep 21, 2026 · 15 upvotes (top 52%) · 0 views
Niche: penetration testing tools · 138 launches, 8 in the last 7 days ▼ -43% · Explore this niche →
Category and tags
- Security
- Observability & eval
- Developer
- AI feature
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 138 launches in penetration testing tools →
Could you build this?
Partial Building an audit-traceable penetration testing runtime that records blackbox state, I/O, and verifiable projections requires deep offensive security workflow design and formal state-machine accounting.
What it would actually take: The architecture involves an event-sourced runtime (typically in Rust, Go, or Python) intercepting network I/O, tool execution, and state mutations into an immutable append-only ledger or graph database. The hard part is modeling penetration testing cognitive state transitions and maintaining reproducible execution DAGs under non-deterministic network responses. This requires seasoned offensive security engineers paired with distributed state systems experience.
Competitors
Other products that read as similar to this one : 173 launches clear the similarity bar, closest 8 shown.
Attention rank: #81 of 174 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 270 days after the earliest competitor.
- MealScript- · github · 2026-10-15 · 23 upvotes · similarity 0.40
- LovelyLauncher · github · 2026-10-14 · 9 upvotes · similarity 0.40
- portfree · github · 2026-11-05 · 167 upvotes · similarity 0.40
- WuwaTappo-FullAtlas · github · 2026-10-27 · 30 upvotes · similarity 0.40
- macOS-SysPulse · github · 2026-11-08 · 10 upvotes · similarity 0.39
- DoNotInstaller · github · 2026-10-18 · 34 upvotes · similarity 0.39
- myradio · github · 2026-11-05 · 98 upvotes · similarity 0.38
- laobi-shike · github · 2026-11-04 · 53 upvotes · similarity 0.38
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.