Agentic reversing vs Vibe reversing

[chants]

So I do not do vibe reversing as it were but agentic reversing. From whst I see only those who have been reversing since 2022 or before are agentic reversers. It is essy to look at an accounts join date and simply know. Because the LLM era came circa 2023 and made it harder for newcomers to be motivated to gain deep knowledge

Agentic reversing is a highly structured, objective, and often automated approach to reverse engineering. The term "agentic" highlights the goal-oriented, systematic nature of the process, which is increasingly assisted by AI or LLM agents executing deterministic tasks. Thorough but time consuming.

Vibe reversing is an informal, black-box approach that relies on pattern recognition, intuition, and trial-and-error. Instead of looking at the code, you look at the "vibes"—the external behaviors, error messages, timing discrepancies, and common developer habits. Fast but imprecise.

So newcomers may start claiming big results like having defeated VMP but this is a testament to the strength of LLMs and advancements in AI. The incredibly shallow depth of understanding does make it quite different. The OGs have the clear solid level of understanding. This same thing is going on in mathematics where understanding and explanation can be valued beyond mere formally verified proofs or raw results. It poses an interesting challenge. The script kiddies of reversing are upon us.

[chants]

Just to substantiate with what the software engineering community has gone through in rebranding here is even a research paper:
Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI
https://arxiv.org/abs/2505.19443

And an article:
Why Agentic Engineering Must Replace Vibe Coding
https://dev.to/shrsv/why-agentic-engineering-must-replace-vibe-coding-339f

There are a lot of articles on vibe coding vs agentic engineering and reversing is no different ultimately.