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๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿฒ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ Busy week! AI, AI, AI and the death of Flash! ๐Ÿค– ๐—ฆ๐—ฒ๐—บ๐—ด๐—ฟ๐—ฒ๐—ฝ'๐˜€ ๐—”๐—ด๐—ฒ๐—ป๐˜ ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€ Semgrep released a set of agent skills worth looking into: github.com/semgrep/skills.

github.comGitHub - semgrep/skills: A collection of skills for AI coding agents from SemgrepA collection of skills for AI coding agents from Semgrep - semgrep/skills

๐Ÿคฟ ๐—ฆ๐—ต๐—ฎ๐—ธ๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐— ๐—–๐—ฃ ๐—ง๐—ฟ๐—ฒ๐—ฒ: ๐—” ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐——๐—ฒ๐—ฒ๐—ฝ ๐——๐—ถ๐˜ƒ๐—ฒ You may think "just another MCP bug" but this post is actually worth reading: blog.voorivex.team/shaking-the-....

blog.voorivex.teamblog.voorivex.team

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๐Ÿค– ๐—˜๐˜ƒ๐—ฎ๐—น๐˜‚๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐—บ๐—ถ๐˜๐—ถ๐—ด๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐—ด๐—ฟ๐—ผ๐˜„๐—ถ๐—ป๐—ด ๐—ฟ๐—ถ๐˜€๐—ธ ๐—ผ๐—ณ ๐—Ÿ๐—Ÿ๐— -๐—ฑ๐—ถ๐˜€๐—ฐ๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ฒ๐—ฑ ๐Ÿฌ-๐—ฑ๐—ฎ๐˜†๐˜€ This section resumes it: "Opus 4.6 is notably better at finding high-severity vulnerabilities than previous models": red.anthropic.com/2026/zero-da....

arxiv.orgarxiv.org

โ™ฆ๏ธ ๐—–๐—ผ -๐—ฅ๐—ฒ๐—ฑ๐—ง๐—ฒ๐—ฎ๐—บ: ๐—ข๐—ฟ๐—ฐ๐—ต๐—ฒ๐˜€๐˜๐—ฟ๐—ฎ๐˜๐—ฒ๐—ฑ ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐——๐—ถ๐˜€๐—ฐ๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐˜† ๐—ฎ๐—ป๐—ฑ ๐—˜๐˜…๐—ฝ๐—น๐—ผ๐—ถ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐˜„๐—ถ๐˜๐—ต ๐—Ÿ๐—Ÿ๐—  ๐—”๐—ด๐—ฒ๐—ป๐˜๐˜€ If you are working on a "LLM based hacker", you are going to want to read this: arxiv.org/pdf/2602.02164.

arxiv.orgarxiv.org

๐Ÿšจ ๐—”๐—ป ๐—ถ๐—ป๐˜๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐˜๐—ผ ๐—ฎ๐˜‚๐˜๐—ผ๐—บ๐—ฎ๐˜๐—ฒ๐—ฑ ๐—Ÿ๐—Ÿ๐—  ๐—ฟ๐—ฒ๐—ฑ ๐˜๐—ฒ๐—ฎ๐—บ๐—ถ๐—ป๐—ด Promptfoo is a neat tool to add to your red teaming arsenal: blog.nviso.eu/2026/02/05/a....

blog.nviso.euBoost LLM Security: automated Red Teaming at Scale with PromptfooFind access-control flaws in LLM apps using Promptfoo plugins and strategies.

๐Ÿ› ๏ธ ๐—ฆ๐—ฐ๐—ฎ๐—น๐—ฎ๐—ฏ๐—น๐—ฒ ๐—ฟ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐˜๐—ผ๐—ผ๐—น๐—ถ๐—ป๐—ด ๐—ณ๐—ผ๐—ฟ ๐—ฎ๐—ด๐—ฒ๐—ป๐˜ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€ A great post on how to scale tooling for agent: knifecoat.com/Posts/Scalab....

knifecoat.comScalable research tooling for agent systems - KnifeCoatIntro Hello neighbours! There is still little literature on designing offensive research systems and the tools that those systems use. Two likely explanations for this are that teams have internal toโ€ฆ