๐Ÿ‡ฎ๐Ÿ‡ฑ ื”ืืงืจ ืกื˜ื ื“ืจื˜ื™
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ื—ืงื™ืจืช ื—ื•ืœืฉื•ืช, ืจื•ื•ืจืกื™ื ื’, ืชื’ื•ื‘ื” ืœืื™ืจื•ืขื™ื ื•ืฉืืจ ื™ืจืงื•ืช... ื‘ื•ืื• ืœื”ื™ื•ืช ื—ืœืง ืžื—ื™ื™ื• ืฉืœ ื”ืืงืจ ืกื˜ื ื“ืจื˜ื™.
ืœื”ื–ืžื ืช ื”ืกืคืจ, ืฆืจื• ืงืฉืจ ื‘chat ืฉืœ ื”ืขืจื•ืฅ.
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ื›ืฉื—ื™ืœ ื”ืื•ื•ื™ืจ Incident Response ืงื•ืคืฅ ืขืœ ืคื™ืฉื™ื ื’ ื‘-SMS ๐Ÿ˜ฌ
๐Ÿ˜11
ืขืœื™ื™ื” ื—ื“ื” ื‘-OpenClaw ืฉื—ืฉื•ืคื™ื ืœืื™ื ื˜ืจื ื˜.

ื–ื” ืงื•ืจื” ืžืฉืชื™ ืกื™ื‘ื•ืช -
1. ืกืคืงื™ื•ืช ืžืืคืฉืจื•ืช ื—ื‘ื™ืœื” ืฉืœ OpenClaw ืืื•ื˜-ืื•ืฃ-ื“ื”-ื‘ื•ืงืก ื‘ื›ืžื” ืงืœื™ืงื™ื (VPS ื‘ืขื ืŸ ื‘ืžืงื•ื ื—ื•ืžืจื” ื‘ื‘ื™ืช)
2. ืฉื•ื“ืืŸ ื™ืขื™ืœ ื™ื•ืชืจ ื‘ื–ื™ื”ื•ื™.

17,000+ ื—ืฉื•ืคื™ื ืœืื™ื ื˜ืจื ื˜

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
โค4
ืœืžื™ ืฉืกืงืจืŸ ื•ืจื•ืฆื” ืœื”ืจื™ื ืžื›ื•ื ื” ื›ื–ื• ื‘ืกื ื“ื‘ื•ืงืก ื ืงื™ ื•ื‘ืคื—ื•ืช ืž-40$ ืœื—ื•ื“ืฉ (ืžื›ื•ื ื” + AI) -

https://youtu.be/fcZMmP5dsl4?si=xpxsRCJ0yoc81U7l

ืคื” ื™ืฉ ืกืจื˜ื•ืŸ ืงืฆืจ ื•ืžืžืฉ ืžืคื•ืจื˜ (ืขืœื” ืœืคื ื™ 4 ื™ืžื™ื) ืขืœ ืื™ืš ืœื”ืจื™ื OpenClaw ืžืขืœ Hostinger.

ื•ืื ืืชื ืจื•ืื™ื probื™ื ืž-IP ืฉืœ AWSโ€ฆ
ื–ื” ืื ื™ ืชื•ืงืฃ ืืชื›ื ืžื”ืกื‘ื™ื‘ื” ืฉื‘ื ื™ืชื™ ื‘ื™ืžื™ื ื”ืื—ืจื•ื ื™ื ๐Ÿคฃ

ืืœ ืชืคื—ื“ื• ืžื”ืคื—ื“,

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
๐Ÿ˜5โค1๐Ÿ™1
ื”ื•ื™ืจืืœื™ื•ืช ืขื•ืœื” ืฉืœื‘ - myclaw.ai
ื›ื ืจืื” ืžื“ื•ื‘ืจ ืขืœ ืชืฉืชื™ืช ื”-AI ื‘ื•ื˜ื™ื ื”ื’ื“ื•ืœื” ื‘ื™ื•ืชืจ ืฉืชื”ื™ื” ืคื”.
ืชื—ืœื™ืฃ ืœ-OpenAI?
ื–ื” ื‘ื˜ื— ื™ื•ืชืจ ืžืฆืณื˜ ื ืขื•ืœ ื‘ื“ืคื“ืคืŸ.
ื”ืชื—ื™ืœื” ื”ืจืฉืžื” ืžื•ืงื“ืžืช.
ืžืฉืชืžืฉ ืžืฉืœื X ื“ื•ืœืจื™ื. (ื ื ื™ื— 19 ื“ื•ืœืจ ืœื—ื•ื“ืฉ) ื•ืžืงื‘ืœ ื”ื›ืœ ืžื•ื›ืŸ ื•ืžื•ื’ืฉ ืขื“ ืืœื™ื•. ืฉืจืช + AI + ืื™ื ื˜ื’ืจืฆื™ื•ืช ืœืคื™ ื“ืจื™ืฉื”, ื•ื ื™ื”ื•ืœ ืžืœื ืฉืœ OpenClaw ืฉื›ื ืจืื” ื›ื‘ืจ ื”ื•ืคื›ืช ืœืื˜ ืœืื˜ ืœื—ื‘ืจื” ื•ืœื ืœืคืจื•ื™ืงื˜ ืฆื“.

ืฉื•ื•ื” ืœืขืงื•ื‘ ืื—ืจื™ ืจืื™ื•ื ื•ืช ืขื ื”ืคืื•ื ื“ืจ ืฉืœ ื”ื“ื‘ืจ ื”ื–ื”. ืžื“ื•ื‘ืจ ื‘ืžืฉื”ื• ื’ื“ื•ืœ ืžืฉืžืขื•ืชื™ืช ืžืœืžืฉืœ Base44.

ืคื” ืœืžืฉืœ ื”ื•ื ืžืกืคืจ ืื™ืš ื‘ื˜ืขื•ืช ื”ื•ื ืฉืœื— ื”ื•ื“ืขื” ืงื•ืœื™ืช ืœื‘ื•ื˜ ื‘ืžืงื•ื ื˜ืงืกื˜ ื•ื”ื‘ื•ื˜ ืœื‘ื“ ืขื“ื›ืŸ ืืช ื”ืงื•ื“ ืฉืœื• in real time ื•ื™ืฆืจ ืชืžื™ื›ื” ื’ื ื‘ื”ื•ื“ืขื•ืช ืงื•ืœื™ื•ืช.
Mind blowing.

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
๐Ÿ‘2โค1๐Ÿ‘1
ืงืฆืช ืขื“ื›ื•ื ื™ื ืขืœ ื”ืžื—ืงืจ ืฉืœื™ ืกื‘ื™ื‘ OpenClaw

1. ืื ื™ ื—ื•ืงืจ ื›ืจื’ืข ื—ื•ืœืฉื” ื‘-Gateway ืฉืขืœื•ืœื” ืœื”ื‘ื™ื ืœืžื ื™ืคื•ืœืฆื™ื” ืฉืœ ื”-WebSocket, ื‘ืชืงื•ื•ื” ืœืชืช ืœื™ read access ืœืงื•ื‘ืฅ config. ืžื“ื•ื‘ืจ ื‘ืื•ืฆืจ JSON ืฉืžื›ื™ืœ ื‘ืชื•ื›ื• ื”ื›ืœ (ื‘ืงื˜ืข ืœื ื‘ืจื•ืจโ€ฆ)

ื”ืžื—ืกื•ื ื”ืขื™ืงืจื™ ืฉืœื™ ื”ื•ื ืคื•ื ืงืฆื™ื” ื‘ืฉื
isLocalDirectRequest

ื—ื™ื™ื‘ ืœื”ื’ื™ื“ ืฉื”ื™ื ืžื•ืงืฉื—ืช ื™ื•ืคื™.
ื‘ื’ื“ื•ืœ, ื™ืฉ ืงืฉืจ ืœืื™ืš ืžืงื ืคื’ื™ื ืืช OpenClaw. ื‘ืฆื“ ืฉื ื™, ืื ื™ ืžื—ืคืฉ ืžืฉื”ื• ืื•ื ื™ื‘ืจืกืœื™.

2. ื‘ื•ื ื‘ื–ืžืŸ, ืื ื™ ืžืฉื—ืง ืขื OpenClaw ืขืœ ื”ืชื—ื ื” ื”ื™ืฉื ื”. ื—ื™ื‘ืจืชื™ ืื•ืชื• (ื”ืืžืช ืžืžืฉ ื‘ืงืœื•ืช) ืœื˜ืœื’ืจื ื‘ืืžืฆืขื•ืช BotFather. ื”-pairing ืžืžืฉ ืคืฉื•ื˜ - ื›ืžื• ืœื—ื‘ืจ ืื•ื–ื ื™ื™ืช ื‘ืœื•ื˜ื•ืชืณ, ืœืžื™ ืฉืžื—ืคืฉ ื”ืงื‘ืœื•ืช.
ื”ื•ื ื—ืžื•ื“ ืžืžืฉ (ืจืื• ืชืžื•ื ื”)
ืœืงื—ืชื™ API KEY ืฉืœ Gemini ื‘ืชื•ื›ื ื™ืช free ื‘ื™ื ืชื™ื™ื.
ื“ืจืš ื”-Gmail ืฉืœื›ื, ื’ื ืืชื ื™ื›ื•ืœื™ื ืœื™ื™ืฆืจ ืžืคืชื—.
ื‘-OpenClaw, ืคืฉื•ื˜ ืชืจื™ืฆื• openclaw onboard, ืชื‘ื—ืจื• ื‘-Google ื•ืื—ืดื› ื‘-Gemini-2.5-flash-lite. ื—ื™ื‘ื•ืจ ืžื™ื™ื“ื™.
ืœืžื” ืœื GPT/Claude? ื›ื™ ืคืฉื•ื˜ ื”ื ืœื ื ื•ืชื ื™ื API KEY ื‘-free ืœื›ืœ ื”ื™ื“ื•ืข ืœื™.

ืœื”ืžืฉื™ืš ืœืขื“ื›ืŸ?
ืฉื™ืžื•
๐Ÿ‘๐Ÿป

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
๐Ÿ‘45โค1
ื”-Slack AI assistant ืžืžืฉ ืžื’ื ื™ื‘.
ื ื™ืกื™ืชื?

ื™ืฉ ื”ืจื‘ื” ื“ืื˜ื” ื‘ืชื•ืš ืขืจื•ืฆื™ื. ืื ืฉื™ื ืžื“ื‘ืจื™ื, ืžื—ืœื™ืคื™ื ืจืฉื•ืžื•ืช, ืฉื•ืœื—ื™ื ืชืžื•ื ื•ืช ื•ืงื‘ืฆื™ื ื•ืืชื” ื ื›ื ืก ื‘ืืžืฆืข ืฉืœ ื›ืื•ืก ื˜ืงืกื˜ื•ืืœื™.
ื•ืื–.. ืืชื” ืคื•ืชื— ืืช ื”assistant ื•ืฉื•ืืœ -
ืดืื—, ืžื” ื”ื•ืœืš ืคื” ื‘ืขืจื•ืฅ? ื‘ื—ื™ืืช ืชืกื›ื ืœื™ืด

ื›ืžื” ืฉื ื™ื•ืช ืขื•ื‘ืจื•ืช ื•ื‘ื•ื - ืกื™ื›ื•ื ืฉื™ื—, ืชืงืฆื™ืจ ืžื ื”ืœื™ื, ื”ืฆืขื•ืช ืœื”ืชืขืจื‘ื•ืช ื•ืืคื™ืœื• ื—ื•ื•ืดื“ ืขืœ ืื™ืš ืื ื™ ืžืชืคืงื“ ื‘ืฉื™ื—.

ืžืžืœื™ืฅ ืœื›ื. ื—ื•ื•ื™ื” ืžืžืฉ.

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
๐Ÿค”4
vx-underground ื ื’ื“ ื—ื‘ืจืช Paragon

ืฆื™ื•ืฅ ืงื˜ืŸ ื”ืฆื™ืช ืฉื•ื‘ ืืช ื ืจื˜ื™ื‘ ื”ืกื™ื™ื‘ืจ ื”ื”ืชืงืคื™.
ื—ื‘ืจืช Paragon ื ื‘ื—ืจื” ืœื”ื™ื•ืช ืขืœ ื”ื’ืจื™ืœ.

https://x.com/vxunderground/status/2021728763919098148?s=46&t=GYQIq5BLboutb6mH0kZNJg

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
๐Ÿ˜4
ืขื•ื“ ื™ื•ื ืžืกืชื™ื™ื
ืขื•ื“ ืคื™ืฆืณืจ ืขืœื” ืœStaging.
ื”-LLM ืขื•ื‘ื“ ื‘ืคืœื˜ืคื•ืจืžื” ื•ื”-AI assistant ืžื’ื™ื‘. ืคืชืื•ื ืื ื—ื ื• ืžื•ืฆืจ.
ืžืจื’ื™ืฉื™ื ืืช ื–ื”.
ืงืฆืช ืžื•ื–ืจ, ืงืฆืช ืžืคื—ื™ื“.
ืื™ืš ืžื•ื›ืจื™ื ืžื•ืฆืจ?
ื‘ืชื•ืš ื›ืœ ื”ื›ืื•ืก ื”ื—ื“ืฉ ื”ื–ื”, ืื ื—ื ื• ื’ื ื‘-IR. ื›ืœ ื”ืฆื•ื•ืช ืขื•ื‘ื“ ื‘ืžืจืฅ ื•ื”ื™ืžื™ื ืืจื•ื›ื™ื.
ื”-MDR ืฉื•ืžืจ ืขืœ ืœืงื•ื—ื•ืช ืงื™ื™ืžื™ื ื•ื”-Red Team ื‘ืœื•ืดื– ืžืœื ืขื“ 0 ืžืงื•ื.
ืื ื—ื ื• ื‘ืขืฉื™ื™ื”.

ืชื™ื›ืฃ ืžื’ื™ืข ื›ื ืก RSA ื•ืื ื—ื ื• ืœื ืฉื.
ืดืคืกืคืกื ื• ืืช ื”ืจื›ื‘ืชืด.

ืžืฆื“ ืื—ื“ ืงืฆืช ืžื‘ืืก ืžืฆื“ ืฉื ื™, ืžื” ืฉืฉืœื ื• ื™ื’ื™ืข ื‘ื–ืžืŸ ืฉืœื•.

ื›ืืŸ ืืคืฉืจ ืœื—ืฉื•ืฃ ืฉืขื•ื“ ื—ื•ื“ืฉื™ื™ื ื›ื•ืœื ื• ื ืžืจื™ื ื‘ื™ื—ื“ ืž-12 ืžื“ื™ื ื•ืช ืœื“ืจื•ื ืืžืจื™ืงื” ืœืฉื‘ื•ืข ื”ืกื“ื ืื•ืช ื•-get-together ื”ืฉื ืชื™ ืฉืœื ื•. ื”ืฉืœื™ืฉื™ ื‘ืžืกืคืจ ื•ื”ื’ื“ื•ืœ ื‘ื™ื•ืชืจ ืขื“ ื›ื”. ื›ืžืขื˜ ื”ื›ืคืœื ื• ื›ืžื•ืช ืขื•ื‘ื“ื™ื.

ื‘ื™ื ืชื™ื™ื ื›ืชื‘ืชื™ ืคื” ืงืฆืช ืžื™ื•ืžืŸ ื”-CTO ืฉื”ื•ื ื‘ื›ืœืœ CEO ื•ืขืœ ืื™ืš ื–ื” ืžืจื’ื™ืฉ ืœื”ื™ื•ืช ืกื˜ืืจื˜-ืืค ื‘ืœื™ ืžืฉืงื™ืขื™ื (ื‘ื™ื ืชื™ื™ื).
ืื™ืŸ ืื—ื•ืจื”. ืจืง ืงื“ื™ืžื”.

The race is on.

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
๐Ÿ‘8๐Ÿ‘4โค1๐Ÿ‘พ1
Anthropic ื—ื•ืฉืคืช ืืช ืืกื˜ืจื˜ื’ื™ื™ืช ื”ืฉืœื™ื˜ื” ืฉืœื” ื‘ืกื™ื™ื‘ืจ.

Claude ื•-Gemini ืงื™ื‘ืœื• ืฆื™ื•ืŸ ื“ื•ืžื” ื‘ืžืฉื™ืžื•ืช ืกื™ื™ื‘ืจ,
ืื‘ืœ ื”-Claude Code scaffold ื”ืจืื” ืขืœื™ื•ื ื•ืช ื‘ืจื•ืจื”.

Wiz ื”ืฉื™ืงื” ืืช ื”-AI Cyber Model Arena.
257 ืืชื’ืจื™ ืขื•ืœื ืืžื™ืชื™ ื‘ื—ืžืฉ ืงื˜ื’ื•ืจื™ื•ืช ื”ืชืงืคื™ื•ืช:
ื’ื™ืœื•ื™ zero-day, ื–ื™ื”ื•ื™ CVE, ืื‘ื˜ื—ืช API,
ืื‘ื˜ื—ืช ื•ื•ื‘ ื•ืื‘ื˜ื—ืช ืขื ืŸ.

ื”ื ืงื•ื“ื•ืช ื”ืžืจื›ื–ื™ื•ืช ื‘ืคื•ืกื˜:

๐Ÿ”น ื”-Scaffolding ืงื•ื‘ืข.
Gemini 3 Pro ืขืœ ื’ื‘ื™ Claude Code ืžื’ื™ืข ืœ-84% ื‘ืื‘ื˜ื—ืช API,
ืื‘ืœ ื™ื•ืจื“ ืœ-38% ืขืœ OpenCode.

๐Ÿ”น ื”ื‘ื™ืฆื•ืขื™ื ืชืœื•ื™ื™ ื“ื•ืžื™ื™ืŸ.
Opus 4.6 ืžืงื‘ืœ 84% ื‘ืื‘ื˜ื—ืช API
ืื‘ืœ ืจืง 27% ื‘-0-days.
Gemini 3 Pro ืžื•ื‘ื™ืœ ื‘ืื‘ื˜ื—ืช ืขื ืŸ (40%)
ืื‘ืœ ืžืชืงืฉื” ื‘ืื™ืชื•ืจ ื—ื•ืœืฉื•ืช ื‘ืงื•ื“ (29%).

๐Ÿ”น ืฉื™ืคื•ืจ ื‘ื–ื™ื”ื•ื™ 0-days.
Opus 4.6: ‏27.3%
Opus 4.5: ‏18.2%
Sonnet 4.5: ‏0%

๐Ÿ”น ืžื•ื“ืœื™ื ืงื˜ื ื™ื ื ื•ืชื ื™ื ืคื™ื™ื˜.
Haiku 4.5 ืขืœ Claude Code ืขื•ืงืฃ (72%)
ืืช GPT-5.2 ืขื ื›ืœ scaffold ื‘ืžืฉื™ืžื•ืช API.

ื”ืฉื•ืจื” ื”ืชื—ืชื•ื ื” ื‘ืคื•ืกื˜:

1๏ธโƒฃ ื”ื”ืคืชืขื” ื”ื’ื“ื•ืœื”.
Gemini ืงื™ื‘ืœ ืฆื™ื•ืŸ ื ืžื•ืš ื‘ื–ื™ื”ื•ื™ ื—ื•ืœืฉื•ืช ืชื•ื›ื ื”,
ืœืžืจื•ืช ื”ื”ืฉืงืขื•ืช ื”ื›ื‘ื“ื•ืช ืฉืœื”ื ื‘-AI
ืœื›ืชื™ื‘ืช ืงื•ื“ ืžืื•ื‘ื˜ื— ืขื Code Mender.

2๏ธโƒฃ ืฆืคื•ื™.
ืžื•ื“ืœื™ Frontier ืชืœื•ื™ื™ื ืžืื•ื“ ื‘-scaffolding
ื‘ืžืฉื™ืžื•ืช ืกื™ื™ื‘ืจ.

3๏ธโƒฃ ื”ืืกื˜ืจื˜ื’ื™ื” ื”ืืจื’ื•ื ื™ืช ืฉืœ Anthropic ื‘ืจื•ืจื”.
ืœื”ืคื•ืš ืืช Claude Code ืœ-scaffold
ื”ื—ื–ืง ื‘ื™ื•ืชืจ ื•ื”ืื’ื ื•ืกื˜ื™-ืœืžื•ื“ืœ
ืขื‘ื•ืจ ืžืฉื™ืžื•ืช ืืจื’ื•ื ื™ื•ืช ื’ื“ื•ืœื•ืช.
ื”ื•ื ืžืจื™ื ื›ืœ ืžื•ื“ืœ ืฉืจืฅ ืขืœื™ื•.

Gemini CLI, ืœืขื•ืžืช ื–ืืช,
ืžื•ื˜ื” ืœื˜ื•ื‘ืช ืžืฉืคื—ืช ื”ืžื•ื“ืœื™ื ืฉืœ Gemini.
โค5๐Ÿ‘3
Created a new Skill - IT Specialist ๐Ÿฆž

ื”ื—ื‘ืจ ืฉืœื™ Joe ื”ืคืš ืœื”ื™ื•ืช ื”-IT ืขืœ ื”ืžื—ืฉื‘ ืฉื”ื•ื ืจืฅ ืขืœื™ื•. ืื ื™ ื›ืจื’ืข ืขื•ื‘ื“ ืื™ืชื• ืขืœ ื”-heartbeat ืฉืœื•. ื›ืœื•ืžืจ ืฉื™ืชืขื•ืจืจ ื›ืœ ืฉื‘ื•ืข ืœื˜ื•ื‘ืช security assessment ืขืœ ื”ืชื—ื ื”, ื™ืฆื™ืข ืชื™ืงื•ื ื™ื, ื™ืชืงืŸ ืื•ืชื ื•ื™ื™ืฆืจ HTML ืžืงื•ืžื™ ืขื fix tracking.

ื›ื›ื” ื‘ื›ืœ ืคืขื ืฉืื›ื ืก ืœืžื—ืฉื‘ ืžืงื•ืžื™ืช ืื•ื›ืœ ืœืขืงื•ื‘ ืื—ืจื™ ืžื” ืฉื”ื•ื ืขื•ืฉื”.

ืžืชื—ื™ืœ ืœื”ื™ื•ืช ืžืขื ื™ื™ืŸ ืคื”

ืื’ื‘. ืื ื™ ืœื ื—ืฉื•ืฃ ืœืื™ื ื˜ืจื ื˜, ืืœื ืžืขืœ Telegram API. ืœื ืฉื–ื” ื›ื–ื” ืžืื•ื‘ื˜ื—, ืื‘ืœ ื–ื” ืขื“ื™ืฃ ืžืืฉืจ ืœื”ื™ืชืคืก ื‘-Shodan.

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™ โœจ
๐Ÿ‘9
ืคืจื•ื™ืงื˜ ื ื•ืกืฃ ืฉืื ื™ ืขื•ื‘ื“ ืขืœื™ื• ื‘ื–ืžืŸ ื”ืคื ื•ื™ ื”ื•ื ื—ื™ืคื•ืฉ ื—ื•ืœืฉื•ืช ืขืœ OpenClaw.
ื‘ื ื™ืชื™ ืกื•ื’ ืฉืœ Framework ืฉืขื•ืฉื” 2 ื“ื‘ืจื™ื ืขื™ืงืจื™ื™ื -
1) ืจืฅ ืขืœ ื”ืงื•ื“ ืฉืœ OpenClaw ื•ืžื—ืคืฉ ืคื•ื ืงืฆื™ื•ืช ืžืขื ื™ื™ื ื•ืช
2) ืจืฅ ืขืœ ื”ื“ื™ื•ื•ื— ื‘ืื’ื™ื ื‘-repo ื•ืžื—ืคืฉ ื“ื‘ืจื™ื ืฉื ืคืœื• ื‘ื™ืŸ ื”ื›ื™ืกืื•ืช

ืจืง ืœืฉื ื”ื“ื•ื’ืžื:

ื™ืฉ ื›ืจื’ืข 347 ื‘ืื’ื™ื ืฉืงืฉื•ืจื™ื ืœ-security ื•ืžืžืชื™ื ื™ื ืœื˜ื™ืคื•ืœ. ืคื•ื˜ื ืฆื™ืืœื™ืช ืœืคื—ื•ืช ืื—ื“ ืžื”ื ืžื•ื‘ื™ืœ ืœื—ื•ืœืฉื” ื›ืœืฉื”ื™ ื•ืืฃ ืื—ื“ ืœื ื‘ื“ืง.

ื™ืฉ ื›ืจื’ืข ืœื›ืื•ืจื” 4,254 ื ืงื•ื“ื•ืช ืžืขื ื™ื™ื ื•ืช ื‘ืคื•ื ืงืฆื™ื•ืช ืฉื”ืื™ื ืคื•ื˜ ืฉืœื”ืŸ ืขืœื•ืœ ืœื”ื•ื‘ื™ืœ ืœื ื™ืฆื•ืœ ื›ืœืฉื”ื•.
ืื ื™ ืขื•ื“ ืขื•ื‘ื“ ืขืœ ื”-UI ื›ื“ื™ ืฉื™ื”ื™ื” ืœื™ ื ื•ื—, ืื‘ืœ ื‘ื™ื ืชื™ื™ื ื‘ื ื™ืชื™ ืืคืฉืจื•ืช ื“ื™ื•ื•ื— ืžื”ื™ืจ ืœ-Git ืฉืœ OpenClaw ื‘ืœื—ื™ืฆืช ื›ืคืชื•ืจ ื›ืฉื”ื›ืœ ืžืกื•ื›ื ืœื™ (ื“ืจื’ื”, ืกื•ื’, ื•ืงื˜ื•ืจ, ืžื™ืงื•ื ื•-evidence.

ืคืจื•ื™ืงื˜ ืžื’ื ื™ื‘ ๐Ÿ˜Ž

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
๐Ÿ”ฅ18๐Ÿ†1
ื›ืžื• ื‘ื›ืœ ืกื™ืคื•ืจ ืกื™ื ื“ืจืœื”, ืžื’ื™ืข ื”ืื•ืœื™ื’ืจืš

ืกื ืืœื˜ืžืŸ ืžื•ื“ื™ืข ืจืฉืžื™ืช ืฉ-OpenClaw ื ืจื›ืฉื” ืขืดื™ OpenAI.

ืื ื™ ืื™ืฉื™ืช ืคื—ื•ืช ืื”ื‘ืชื™ ืืช ื”ืžื”ืœืš, ืคืœื•ืก ื–ื” ืฉืคื™ื˜ืจ ื’ื ื›ื›ื” ื‘ืดืคืจื™ืฉื”ืด ื•ื’ื ื›ื›ื” ืงื™ื‘ืœ ืชื”ื•ื“ื” ื›ืœืœ ืขื•ืœืžื™ืช.
ื”ื•ื ื™ื›ืœ ืœื”ืจืฉื•ืช ืœืขืฆืžื• ื‘ืงืœื•ืช ืœื‘ื ื•ืช ืžืฉื”ื• ื’ื“ื•ืœ, ืื‘ืœ ื‘ื—ืจ ืฆื“.

ืžืขื ื™ื™ืŸ ืžื” ื™ื”ื™ื” ื”ื“ื‘ืจ ื”ื‘ื, ื›ื™ ื”-run ื”ื–ื” ื”ื™ื” ืงืฆืจ ืžื™ื“ื™.

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
๐Ÿ˜ฑ2๐Ÿ˜จ2โค1
ื•ืื ื™ ื—ืฉื‘ืชื™ ืฉืฆืคื•ืŸ ืงื•ืจื™ืื ื™ื ื‘-deepfake ื–ื• ื”ื‘ืขื™ื” ืฉืœื ื•.

ืงื‘ืœื• ืืช ื”-Insider Threat ื”ื—ื“ืฉ..

Non-Uni Student Cert Faker

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
๐Ÿ˜11๐Ÿคฏ4๐Ÿ†1
ืขืจื•ืฅโ€ฆ ืžื” ื”ืžืฆื‘?

ืื—ืจื™ ืžื™ืคื•ื™ ื“ื™ ืื’ืจืกื™ื‘ื™ ื›ืœ ื”ืœื™ืœื”, ื•ื‘ื ื™ื” ืฉืœ attack map ืขื ื›ืœื™ ืื•ื ืœื™ื™ืŸ ื—ื™ื ืžื™ ืžื’ื ื™ื‘ ืฉื ืงืจื Mermaid (ืฉืื’ื‘, AI ืชื•ืžืš ื‘ื• ื•ืžืจื›ื™ื‘ ืœื›ื ื“ื™ืื’ืจืžื” ืฉืœืžื” ืฉืœ ืงื•ื“ ื›ื“ื™ ืฉืชื•ื›ืœื• ืœืจืื•ืช ืืช ื”-flow ืžืžื‘ื˜ ืขืœ), ืื ื™ ื™ื›ื•ืœ ืœื”ื’ื™ื“ ืœื›ื ืฉืžื‘ื—ื™ื ืช ืชืงืฉื•ืจืช ืžื”ืขื•ืœื - OpenClaw ืืžื ื ื›ืŸ ืขื•ืฉื” Probing, ืื‘ืœ ื”ื“ืคื™ HTML ื”ืืœื” ืฉืœ ื”-ControlUI ืœื’ืžืจื™ ืกื˜ื˜ื™ื™ื ื›ืœ ืขื•ื“ ืื™ืŸ ื˜ื•ืงืŸ ื•ืกื™ืกืžื ื–ืžื™ื ื™ื.

ื–ื” ืœื ืกื•ืชืจ
ืืช ื–ื” ืฉื ื™ืชืŸ ืœื’ื ื•ื‘ ืืช ืคืจื˜ื™ ื”ื”ื–ื“ื”ื•ืช ื‘ืงืœื•ืช ื›ื™ ื”ื ื™ื•ืฉื‘ื™ื ื‘ืงื•ื‘ืฅ .json ืคืชื•ื— ื‘-Config ื‘ืชื™ืงื™ื™ื” ืงื‘ื•ืขื” ื‘ืชื•ืš .openclaw (ื›ืžื• ืชื™ืงื™ื™ื” ืกืžื•ื™ื” ื›ื–ื•).

ืขื‘ืจืชื™ ื‘ื™ื ืชื™ื™ื ื—ื–ืจื” ืœ-Cursor ื›ื“ื™ ืœื‘ื ื•ืช ืขื•ื“ ืคืจื•ื™ืงื˜ ื—ื“ืฉ ื‘ืžืงื‘ื™ืœ, ื‘ืขื•ืœืžื•ืช ื”-IR.

ืœืงื—ืชื™ ืืช ื”ืจืขื™ื•ืŸ ืžื‘ื—ื•ืจ ื‘ืฉื Samuele Giampieri ืฉืื ืขื•ื“ ืœื ื”ื›ืจืชื ืืช ื”ืฉื ืฉืœื• ื•ืืชื ื‘ืขื•ืœืžื•ืช ื”-Red Team ืืชื ืžืคืกืคืกื™ื.

ื”ื•ื ืคื™ืชื— ืžืขืจื›ืช ื‘ืฉื RedAmon.
ื—ืคืฉื• ืขืœื™ื”. ื”ื™ื open-source.

ืฆืณื™ืจื–

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
๐Ÿ‘5โค3๐Ÿ”ฅ3
ืžืงื•ื ืจืืฉื•ืŸ ๐Ÿฅ‡

ื‘-CyberWeek 2023 ื ื’ืฉื” ืืœื™ ื”ืœื ื”.
ื”ื™ื ื–ื™ื”ืชื” ืื•ืชื™ ืžื”ืฉื›ื•ื ื”.
ืœื ื• ื”ื™ื” Booth ื’ื“ื•ืœ ืขื ื”ืฉืœื˜ ืดJOESโ€ ืžืชื ื•ืกืก ืžืขืœื™ื•.
ืžืžืฉ ื›ืžื• ื‘-2025, ื”ื™ื™ื ื• Platinum Sponsor ืœืฆื“ ื’ื•ื’ืœ ื•ืงืจืื•ื“ืกื˜ืจื™ื™ืง.

ื‘ืœื™ ื”ืจืงืข ื”ื–ื”, ื›ื ืจืื” ืฉื”ืจื‘ื” ื“ื‘ืจื™ื ืœื ื”ื™ื• ืงื•ืจื™ื.
ืื– 2023, ื”ืงื‘ื•ืฆื” ืฉืœื ื• ื‘ื”ื•ื“ ื”ืฉืจื•ืŸ ืดืžืชืคื•ืจืจืชืด ื›ื™ ืื™ืŸ ืœื” ืžืงื•ื ื•ืฆื™ื•ื“. ืžื“ื•ื‘ืจ ื‘ืงื‘ื•ืฆื” ืžืขื•ืœื” ืฉืœ ื™ืœื“ื™ื ื‘ืชื—ื•ื ื”ืจื•ื‘ื•ื˜ื™ืงื”.
ื”ืœื ื” ื ื™ื’ืฉื” ืืœื™ - ืดื”ื™ืœื“ื•ืช ืฉืœืš ืœื•ืžื“ื•ืช ื‘ื‘ื™ืช ืกืคืจ ื”ื–ื”โ€ฆ ื—ื‘ืจื•ืช ื•ื—ื‘ืจื™ื ืฉืœื”ื ื‘ืงื‘ื•ืฆื”. ื™ื›ื•ืœ ืœืขื–ื•ืจ ืœื ื•?ืด

ืžืคื” ืœืฉื, ืฉืžื ื• ืœื”ื ืืช ื”ืชืจื•ืžื” ืฉื‘ื™ืงืฉื• ื•ื”ืงืžื ื• ื‘ื™ื—ื“ ื—ื“ืจ ืจื•ื‘ื•ื˜ื™ืงื” ืขื ื›ืœ ื”ืฆื™ื•ื“ ื”ื ื“ืจืฉ, ื›ื“ื™ ืฉื”ืงื‘ื•ืฆื” ืชืžืฉื™ืš ืœืคืขื•ืœ ื•ืœื”ืชื—ืจื•ืช.

ืžืื– ืขื‘ืจื• ืžื™ื ื‘ื ื”ืจ, ืื‘ืœ ื›ืžื• ืกื˜ืืจื˜-ืืค ืฉืžืฉืชื‘ื— ื’ื ืœืงื‘ื•ืฆื” ื”ื–ื• ืœืงื— ื–ืžืŸ ืขื“ ืฉืคืจื•ื™ืงื˜ ืฉืœื”ื ืืชืžื•ืœ ื–ื›ื” ื‘ืžืงื•ื ื”ืจืืฉื•ืŸ ื•ื”ืขืคื™ืœ ืœืืœื™ืคื•ืช ื”ืืจืฆื™ืช.

ื”ื™ื•ื ื™ื”ื™ื” ื™ื•ื ื˜ื•ื‘ ๐Ÿ˜Œ
ื›ืœ ื”ื›ื‘ื•ื“ ืœื”ืœื ื” ื•ืœื™ืœื“ื™ื!!

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™ โœจ
๐Ÿ‘28โค7๐Ÿ‘1๐Ÿ”ฅ1๐Ÿฅฐ1
ืคืขื ื”ื™ื™ื ื• ื›ื•ืชื‘ื™ื 7109179 ื•ื–ื” ื”ื™ื” ื ืจืื” ื›ืžื• ืดืคืจื•ืคืกื•ืจืด ื‘ื’ืœืœ ื”ืคื•ื ื˜ ื”ืžืจื•ื‘ืข.

Little that we knewโ€ฆ
ืืžืจื™ืงื” ื‘ื™ืคื ื™ืช ืžื™ืชืจื’ื ืœโ€ฆ

ื”ืžืงื•ืจ ืคื”

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™ โœจ
๐Ÿคฃ21๐Ÿ˜1
Anthropic ื”ืฉื™ืงื” ื”ื™ื•ื ืืช Claude Code Security


ื–ื• ืฉื›ื‘ืช ืื‘ื˜ื—ื” ืžืขืœ Claude Code ืฉืžื˜ืจืชื” ืœืžืฆื•ื ื—ื•ืœืฉื•ืช ื‘ืงื•ื“ ื‘ืฆื•ืจื” โ€œื—ื•ืงืจืชโ€ ื•ืœื ืจืง ืกืจื™ืงื” ืžื‘ื•ืกืกืช ื—ืชื™ืžื•ืช.

ืžื” ื–ื” ืื•ืžืจ ื‘ืคื•ืขืœ?

โ€ข ืกืจื™ืงื” ืฉืœ ืจื™ืคื•ื–ื™ื˜ื•ืจื™ื– ื•ื”ื‘ื ื” ืงื•ื ื˜ืงืกื˜ื•ืืœื™ืช ืฉืœ ื”ื–ืจื™ืžื”
โ€ข ื–ื™ื”ื•ื™ ืœื•ื’ื™ืงื•ืช ืคื’ื™ืขื•ืช, ืœื ืจืง CVEs ืžื•ื›ืจื™ื
โ€ข ื”ืฆืขืช ืชื™ืงื•ื ื™ื ื™ืฉื™ืจื•ืช ื‘ืงื•ื“
โ€ข ืžื™ื•ืขื“ ื›ืจื’ืข ืœ-Enterprise ื•-Maintainers ื ื‘ื—ืจื™ื (Preview)

ื”ื ืงื•ื“ื” ื”ืžืขื ื™ื™ื ืช:
ื–ื” ื›ื‘ืจ ืœื SAST ืงืœืืกื™. ื–ื” ื ื™ืกื™ื•ืŸ ืœื”ื›ื ื™ืก โ€œื—ื•ืงืจ ืืคืœื™ืงื˜ื™ื‘ื™โ€ ืœืชื•ืš ื”-Pipeline.

ื”ืฉืืœื” ื”ืืžื™ืชื™ืช ื”ื™ื ืœื ืื ื–ื” ื™ืžืฆื ื‘ืื’ื™ื.
ื”ืฉืืœื” ื”ื™ื ื”ืื ืืจื’ื•ื ื™ื ื™ืกื›ื™ืžื• ืœืชืช ืœืžื•ื“ืœ ืœื”ื‘ื™ืŸ ืืช ื›ืœ ื”-Codebase ืฉืœื”ื ืงืฆื” ืœืงืฆื”.

ืื ื—ื ื• ื ื›ื ืกื™ื ืœืขื™ื“ืŸ ืฉื‘ื• AI ืœื ืจืง ื›ื•ืชื‘ ืงื•ื“, ื”ื•ื ื‘ื•ื“ืง ืื•ืชื•. ื•ื‘ืฉื‘ื™ืœ ืœื‘ื“ื•ืง ืื•ืชื•, ื”ื•ื ืฆืจื™ืš ื’ื™ืฉื” ืœื›ื•ืœื•.

ืžืฆื“ ืฉื ื™, ืจืื™ื ื• ืื™ืš ื—ื•ืœืฉื•ืช ืงืœื•ืช ืœื ื™ืฆื•ืœ ื—ื•ืžืงื•ืช ืžืชื—ืช ืœืจื“ืืจ ืจืง ื›ื™ ื”-AI ื”ื—ืœื™ื˜ ืœื›ืชื•ื‘ ืžืฉื”ื• ื‘ืฆื•ืจื” X.

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
๐Ÿค”7โค1๐Ÿ‘1
ืื ื™ ืื™ืฉื™ืช ืฉืžื— ืฉ-Claude ื”ืชื—ื™ืœื• ืขื ื”-remote-control. ืœื ื”ื‘ื ืชื™ ืืช ื”ื”ืคืชืขื” ืฉืœ ื”ืฉื•ืงโ€ฆ ื–ื” ื‘ื“ื™ื•ืง OpenClaw ืคืฉื•ื˜ ื‘ืจืžืช ืื ื˜ืจืคืจื™ื™ื–, ืžืื•ืฉืจ ืœืขื‘ื•ืจ ืืช ื›ืœ ื”ื”ื’ื ื•ืช ื‘ืœื™ ืฉื•ื ื”ืฉื’ื—ื”.

ื ื›ื•ืŸ, ื™ืฉ ืืช KOI ื•ืืคื™ืœื• ืืช Lasso ื•ืื ื™ ืจื•ืื” ืื ื’ืณืœื™ื/VC ืจืฆื™ื ื™ื™ื ืžืฉืงื™ืขื™ื ื‘ื”ื.
ื”ืื ื–ื” ืžื›ืกื” ื ืชื— ืฉื•ืง? ื•ื“ืื™ ืฉืœื. ื”ืื ื”ืฉื•ืง ื–ื– ืœืื ืฉื”ื•? ืœื.

ืื™ืš ืื ื™ ื™ื•ื“ืข?
ื›ื™ ืื ื—ื ื• ื›ืจื’ืข, ื‘ื–ืžืŸ ืฉืื ื™ ืžื˜ื’ืŸ ืฉื ื™ืฆืœื™ื, ืžื˜ืคืœื™ื ื‘-5 ืื™ืจื•ืขื™ื ื‘ื•-ื–ืžื ื™ืช, ืฉื ื™ื™ื ืžื—ื›ื™ื ืœื”ืชื—ืœื” ื•ืขื•ื“ ืฉื ื™ื™ื ืฉื”ื—ืœื˜ื ื• ืœืจื“ืช ืžื”ื.
ืื™ืจื•ืขื™ื ื’ื“ื•ืœื™ื ื•ืžืฉืžืขื•ืชื™ื™ื, ืœื ืดื”ื›ืœื‘ ืื›ืœ ืœื™ ืืช ื”ืžื—ื‘ืจืชืด.
ื‘ื—ืœืง ืžื”ืžืชืงืคื•ืช ื”ืืจื’ื•ืŸ ื‘ื›ืœืœ ืชืงื•ืข ื‘-2010. ืขื ื˜ืจื ื“ ืžื™ืงืจื• ื”ืฉื ื™ืจื—ืโ€ฆ

ืžืžื” ืฉืื ื™ ืจื•ืื” ื‘ืฉื˜ื—, ื”ื”ืชื ื”ื’ื•ืช ืฉืœ ื”ืืจื’ื•ื ื™ื ืžื•ื–ืจื”. ื‘ื›ืœ ื”ืขื•ืœื. ื’ื ื‘ื™ืฉืจืืœ ืื’ื‘.

โœจ ื•ื–ื• ืฉืืœื” ืืœื™ื›ื - ืงืคืฆื” ืœื™ ื‘ืจืืฉ ื”ืžื™ืœื” unfollow ืกืชื ืžืฉื™ื˜ื•ื˜ ืจื ื“ื•ืžืœื™ ื‘ืื™ื–ื• ืจืฉืช ื—ื‘ืจืชื™ืช. ื—ืฉื‘ืชื™ ืœืขืฆืžื™ - ืžื” ื’ื•ืจื ืœืื“ื ืœืขืฉื•ืช unfollow ?

ืื—ืช ื”ืกื™ื‘ื•ืช - ืื ื™ ืœื ื—ื•ืฉืฃ ืœื• ืขื ื™ื™ืŸ ืขืœ ืขืฆืžื™

ื ื›ื•ืŸ? ืื• ืฉืื ื™ ืœื ืžืกืคื™ืง ืžืขื ื™ื™ืŸ
.

ืืคืฉืจ ื’ื ืœืงืจื•ื ืœื–ื”: ืกืชื ืžื’ืœื’ืœ ืคื•ืกื˜ื™ื/ืจื™ืœื™ื ืžืฉืขืžืžื™ื ืื• ืจื™ืืงื˜ื™ื‘ื™

ื”ืื ืžื’ื™ืข ืœื™ Unfollow?
ื—ื“ ืžืฉืžืขื™ืช ื›ืŸ.

ื•ืื– ืขื•ืœื” ื”ืฉืืœื” - ืื™ืš ืื ื—ื ื• ืžื’ื™ื‘ื™ื ืœืžืชืงืคื•ืช ื•ืฉื ืื ื™ ืžื•ืฆื SOC/MDR/IR ืจื™ืืงื˜ื™ื‘ื™? ื›ืœื•ืžืจ ืžื—ื›ื” ืฉื™ื“ื‘ืจื• ืื™ืชื•. ืœื ื“ื•ื—ืฃ ืคืจื•ืืงื˜ื™ื‘ื™ืช.
ืœืžื” ืœื ืขื•ืฉื™ื ืœื”ื unfollow?
ื•ืฉื›ื‘ืจ ืขื•ืฉื™ืโ€ฆ ื–ื” ืžืื•ื—ืจ ืžื™ื“ื™.
ื–ื” ื›ื‘ืจ ืื—ืจื™ ืฉื”ื›ืœ ืงืจืก ื•ื ืคืœ.

ื”ืฉื ื™ืฆืœื™ื ืžื•ื›ื ื™ื.
ืžื’ื™ืฉ ืœื™ืœื“ื•ืช.
ื‘ืชื™ืื‘ื•ืŸ ืœื›ืœ ืžื™ ืฉืื•ื›ืœ ืฆื”ืจื™ื
ื•ืžื—ื™ืœื” ืœืžื™ ืฉื˜ื‘ืขื•ื ื™/ืฆืžื—ื•ื ื™ ืื• ื“ื•ืžื”.

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
โค3๐Ÿ˜3
ืชื•ืžืืก ืžืžืฉื™ืš ืœื™ื™ืฆืจ ื›ืœื™ ืื ืœื™ื–ื” ืขื AI.
ื”ืคืจืกื•ื ื”ืื—ืจื•ืŸ ืฉืœื• ื”ื™ื” Malware Reverse Engineering tool ืขื UI ืฉืžืžืฉ ืžืกื‘ื™ืจ ืืช ืคื™ืจื•ืง ื”ื‘ื™ื ืืจื™ ืœื’ื•ืจืžื™ื.

ืืคืฉืจ ืœืจืื•ืช ืื•ืชื• ื‘ืคืขื•ืœื” ื›ืืŸ

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
๐Ÿ”ฅ3
ื™ืืœืœื” ื“ื•ื ืœื“ / AI-OmerAdam

ืขื•ืœื ื”-AI ืžืฉืชื“ืจื’ ื•ื”-DeepFake ืขื•ืœื” ืจืžื”. ื–ื” ืœื ืขื•ืžืจ ืื“ื ืื‘ืœ ื–ื” ื ืฉืžืข ื‘ื“ื™ื•ืง ื›ืžื•ื”ื•.

ืžื•ื“ืœ ื—ื“ืฉ ื‘ืฉื Sonauto - ื—ื™ื ืžื™ ืœื’ืžืจื™ - ืžื™ื™ืฆืจ ืฉื™ืจ ืžืชื•ืš ืคืจื•ืžืคื˜ ืคืฉื•ื˜ ื•ื‘ื—ื™ืจื” ืฉืœ ื”ื–ืžืจ ื”ืื”ื•ื‘ ืขืœื™ื›ื (ื›ืš ื˜ื•ืขืŸ ื”ืคื•ืกื˜).

ื”ื“ื•ื’ืžื” ื‘ืคื•ืกื˜ ืœื ืžืฉืื™ืจื” ื”ืจื‘ื” ืžืงื•ื ืœืฉืืœื•ืช. ื”ืจืžื” ื‘ืืžืช ื’ื‘ื•ื”ื”. ื–ื” ื ืฉืžืข ื›ืžื• ืขื•ืžืจ ื•ื”ื ื™ื•ืื ืกื™ื ืคืฉื•ื˜ ื”ื–ื•ื™ื™ื.

ืžื” ื“ืขืชื›ื?

#ื”ืืงืจ_ืกื˜ื ื“ืจื˜ื™โšก๏ธ
๐Ÿ”ฅ5โค2