Why AI won’t fix your cybersecurity problem

Learn Real-World Penetration Testing: Hands-On Ethical Hacking Crash Course

Understanding how malicious actors infiltrate networks is the first step to building resilient infrastructure. To help developers and aspiring security analysts learn the fundamentals of offensive sec

Pwn.college

pwn.college is a free, hands-on education platform for learning core cybersecurity and hacking skills, maintained by a team at Arizona State University. Learners progress through belt ranks, starting with a 'white belt' and earning belts through practice. Hackers continue beyond the platform to 'brown belt' and eventually 'black belt' status, which must happen outside the dojo. The site powers much of ASU's cybersecurity curriculum and asks users not to post writeups or walkthrough videos of challenge solutions. It points learners toward CTFtime.org for Capture The Flag events and a GitHub list of wargames for further practice. The underlying infrastructure is open source and accepts pull requests, though some modules remain closed-source.

The Burnout of Senior Profiles

The Burnout of Senior Profiles “Pablo, I reviewed a dev’s proposed solution for problem X with him. The code was spaghetti, entirely AI-generated with staggering over-engineering, inefficient …

Agents reveal secrets when offered to team up with each other

If you wouldn't put it on GitHub, don't give models access to it

Every Database Has These Seven Tables

Bất kỳ công ty nào trên thế giới cũng đều có chung bảy bảng cơ bản trong production database. Điều này xảy ra do nhu cầu universal trong quản lý dữ liệu như users, roles, permissions, organizations, projects, activities và audit logs. Hệ quả là kiến trúc database có phần giống nhau dù ngành nghề hay thời điểm khác nhau. Điều đáng học hỏi là việc nhận ra pattern này giúp tối ưu hóa thiết kế database và giảm thiểu thời gian phát triển.

Bài viết này giúp bạn hiểu được cấu trúc dữ liệu phổ biến nhất trong mọi hệ thống quản trị dữ liệu.

Google Developers Blog

An empirical analysis of coding agent distraction from legacy inline TODOs, quantifying the overhead in tokens, execution steps, and developer wait time.

Not the End, but a Shift: How AI Is Pushing Computer Science Toward Deeper Engineering

If you're studying computer science right now, or you just graduated, you've probably heard some... Tagged with career, ai, computerscience, software.

What Is an Agent Harness? How AI Security Tools Work

An AI agent harness manages how a model uses tools, context, and feedback. Learn how harness design shapes the reliability of AI security testing tools.