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Jul 7 •
Update on Community - July
You deserve to know about the changes. You can influence them as I want to grow this community with all of you! 🔥 This weekend we had first call. It was nice to change the format a bit (although my camera was dying from heat), I have really enjoyed it. As more people come, I want to make something with permanent schedule. 🙂 Community is now in Pro tier, everyone can invite new members and get 50% of the commission. It also allows me to better design new content. ☺️ I try to speak with all of you. All your suggestions are considered and I really try to put them here. So what is coming? Last month I have added some Introduction to Break into CyberSecurity. I want to add more entry level content. This is my plan - How to prepare for Interview - How to design LinkedIn profile and show experience (Aanis agreed that I can cover his profile - Thank you) - How to include cyber projects on your CV | How to use them on Interview - Initial Lab will Include direct connection with AI tool to advice on Incidents (Now it's later in the classrooms) - I want more smooth onboarding, where you can see different paths to different goals in cybersecurity - I have also prepared AI agent to Analyze phishing emails - will cover this later I'm also experiencing with Free Trial or without Free Trial. There are some other things, which I want to make in long term, but I don't see them done this month. This includes - Tracking your progress and giving away badges as you move in classrooms. - I also want to make some premium classrooms with production level environment. You get access to E5 Microsoft Account, where you complete different challenges. - Lastly, personal recommendation on LinkedIn. I will write it myself. Recently I had awesome experience. I wrote one a recommendation for someone I was teaching cybersecurity | Microsoft Sentinel. He got promoted, moved to different job and now is manager in cybersecurity. First thing? When he was leaving his work that day, he reached out and we talked.
9h •
🚨 Open-source AI models are catching up in cybersecurity.
The biggest surprise? 👉 DeepSeek V4 Pro found 28/32 vulnerabilities across three runs, beating the tested public closed models on overall recall. 👉 Repeating cheaper models sometimes delivered better coverage than one expensive frontier-model run. 👉 The trade-off: open models produced more false leads and required better filtering. Another important lesson: running the same AI multiple times matters. DeepSeek went from just 17 findings in its first run to 28 when three runs were combined. For cybersecurity, the question may no longer be “Which AI model is best?” but rather how we combine different models inside security workflows. You should test on your data, multiple models, train, adjust and that way, you achive the best results. https://www.aikido.dev/blog/ai-model-benchmarks-aug-21-2026
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2d •
Wibe Coded Escalation Email
I was working on an escalation email we send to customers when we need them to verify something during an incident. 📩 We already had some automation for this, but the email itself wasn't exactly... visually impressive. 😅 So I gave the task to Claude. I shared our company website so it could understand the colors and branding style, prepared the incident variables it could use and started iterating. About 5 versions later, I had a clean, professional escalation report that actually looks like it belongs to our company. ✨ The interesting part? AI did most of the presentation work. This is exactly the type of use case I want to cover more in the future. 🛠️ My long-term plan is to build a huge library of practical AI agents and automations for cybersecurity, where you can simply pick what you need, configure a few variables and use it. 🚀 More coming. 🔥
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4d •
First AI Triage Agent in Week One🚨
This community is structured around AI, Cybersecurity and practical hands on experience. Now all of that is covered in first week. Before that it was covered deeper in different classrooms. For the first week you will now - Learn about Azure, SIEM, AI and more - Create Microsoft Sentinel for FREE - Ingest data inside your Lab - Generate Incidents with AI - Get FREE access to multiple AI models - Run AI assistant on incidents in Microsoft Sentinel https://www.skool.com/ai-cybersecurity-academy/classroom/e37352cd?md=2981823d47f0407bac2b90b54f58421f I plan to spend little bit more time on about page, before I move and start adding more content. I will keep you posted. 👊
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5d •
New Video - Generate Incidents with AI 🤖
As promised, I have covered new use cases, how to generate incidents with AI powered PowerShell script. 🙂 Previously in this classrooms we have used Microsoft Sentinel, Data Lake and Official Training Lab on top of that. Unfortunately, I have been in contact with Microsoft and memory | storage is huge issue. Europe is specifically impacted. We don't have any region available, where you can enable data lake functionality and it's not going to get better any time soon. 🙁 It's also a good thing? There is a huge demand for AI enabled SIEM with MCP that can make cybersecurity effort able and scalable with AI. I was able through Microsoft enable this feature for one of our client. He will spend millions on security and data each Year and it wasn't easy task. There is a huge demand for those tools and also...People who can deliver and implement those solutions. My prediction? Microsoft's, AWS (not so sure here, not a big cybersecurity player), Google stocks will continue to rise due to huge demand. So stay focused, keep learning and build your skills. 🔥 github.com/Pavel-Hrabec/AI-for-CyberSecurity#ai-triage
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