Pentest is not a workflow, It is a search problem.
This is a AI post classified by Jev as AI agents (a tool drop), kept by the AI Radar because it carries real work, not commentary.
Pentest is not a workflow, It is a search problem. - Known start. - Defined goal. - Unknown path. - Zero predefined roles. - Zero RAG. - Validated first on autonomous pentesting. - Tencent Cloud AI Pentest Challenge (2nd ed.) 54/54, only all-clear, 3rd of 610 teams. - Use only on systems you are authorized to test. This repo Cairn treats it that way and also treats CTF, vuln research, and proofs the same. The claim is bigger: general state-space search. http://github.com/oritera/Cairn
Posted by Md Ismail Šojal 🕷️ (55.6k followers) 1 h ago · 8 likes · 693 views · view the original post on X. Kept by the AI Radar as AI agents. Tools mentioned: cairn.
More AI work like this
- The next chapter of AI is agentic. — @alibaba_cloud
- Me to @aadithyanr_: can you look into this muse connector thing — @mynameisyahia
- everyone is pruning agent context with @typesafeai Jev now — @AstroHanRay
- 706k params just filled a form better than a hosted computer-use API. — @0x0SojalSec
- Neural Pulse — an Omarchy bar plugin from SMF Works. — @MichaelGannotti
- Hack of the day: @Grok @Bot doesn't let you "change models", so I just have it send… — @mvanhorn
- BREAKTHROUGH FOR GROKPOD! — @BrianRoemmele
- introducing classifier pro — @michael_chomsky
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 31.6k posts from 4.8k X accounts over the last 14 days, 1.3k tools, 19 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-20 02:50 UTC. Full method.