From CTF Flags to Real-World CVEs: The Art of Calculated Persistence
Reflections on solving SocratesPanel, the differences between CTFs and the real world, and how AI agents are changing the game for security researchers.
ctf thoughts ai
Archive
Field notes on security research, systems, and the web — CTF writeups, infrastructure deep-dives, and the occasional certification retrospective.
2 posts
Reflections on solving SocratesPanel, the differences between CTFs and the real world, and how AI agents are changing the game for security researchers.
My post-exam reflection of the CPTS certification from Hack The Box
3 posts
Documenting my journey to enhance my blue team skills step by step.
CEH Master Certification Review: Theory, Practical, and My Experience