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Source channel @githubtrending · Post #14925 · Jul 7

#typescript#12_factor#12_factor_agents#agents#ai#context_window#framework#llms#memory#orchestration#prompt_engineering#rag The 12-Factor Agents are a set of proven principles to build reliable, scalable, and maintainable AI applications powered by large language models (LLMs). They help you combine the creativity of AI with the stability of traditional software by managing prompts, context, tool calls, error handling, and human collaboration effectively. Instead of relying solely on complex frameworks, you can apply these modular concepts to improve your existing products quickly and reach high-quality AI performance for real users. This approach makes AI software easier to develop, debug, and scale, ensuring it works well in production environments[1][3][5]. https://github.com/humanlayer/12-factor-agents

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Medet Turin 🫆

@allsafekz · Post #731 · 05/20/2025, 09:37 AM

https://lnkd.in/e25HNh7A Alhamdulillah, I finished writing this book in few days. I wrote this book to help my friends: Nurkhankyzy Aiya, Acute myeloid leukemia (AML). and all those children who are fighting for their lives. Why is the book called that? AIYA MMD - means Attack and Introduction or (Android and IOS), start Your Adventure in Mobile Malware Development. also AIYA means AIYA Nurkhankyzy. I will be very happy if this book helps at least one person to gain knowledge and learn the science of cybersecurity. The book is mostly practice oriented. Of course the book is not as big as my previous works, this is because firstly I needed to urgently start a fundraising campaign for the Aiya and secondly many things remain confidential (NDA) Mobile malware - it's a constantly evolving battlefield. What you learned here is just the beginning. Tools change, defenses adapt, but the mindset stays the same: think like the adversary to build stronger defenses. This book is dedicated to my wife, Laura, and my children, Yerzhan and Munira. I would like to express my deep gratitude to my friends and colleagues. Special thanks to #Russian#hacking#community, Medet Turin 2600.kz, BlackIce #hackerspace from Almaty (Kazakhstan) and my friends from Middle East countries: Kingdom of Bahrain, Kingdom of Saudi Arabia, UAE. All examples are practical cases for educational and research purposes only. Book design by: Muhammad Patel twitter: https://x.com/cocomelonckz/status/1924724518951457229 #hacking#mobile#malware#research#book#programming#android#ios#rat#spyware

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@blackicehackerspace · Post #107 · 05/20/2025, 09:38 AM

https://lnkd.in/e25HNh7A Alhamdulillah, I finished writing this book in few days. I wrote this book to help my friends: Nurkhankyzy Aiya, Acute myeloid leukemia (AML). and all those children who are fighting for their lives. Why is the book called that? AIYA MMD - means Attack and Introduction or (Android and IOS), start Your Adventure in Mobile Malware Development. also AIYA means AIYA Nurkhankyzy. I will be very happy if this book helps at least one person to gain knowledge and learn the science of cybersecurity. The book is mostly practice oriented. Of course the book is not as big as my previous works, this is because firstly I needed to urgently start a fundraising campaign for the Aiya and secondly many things remain confidential (NDA) Mobile malware - it's a constantly evolving battlefield. What you learned here is just the beginning. Tools change, defenses adapt, but the mindset stays the same: think like the adversary to build stronger defenses. This book is dedicated to my wife, Laura, and my children, Yerzhan and Munira. I would like to express my deep gratitude to my friends and colleagues. Special thanks to #Russian#hacking#community, Medet Turin 2600.kz, BlackIce #hackerspace from Almaty (Kazakhstan) and my friends from Middle East countries: Kingdom of Bahrain, Kingdom of Saudi Arabia, UAE. All examples are practical cases for educational and research purposes only. Book design by: Muhammad Patel twitter: https://x.com/cocomelonckz/status/1924724518951457229 #hacking#mobile#malware#research#book#programming#android#ios#rat#spyware