I think this assumes software is a static target (Which it is not) . We are not just using LLMs to scan old code developers are using LLMs (like Copilot and others) to write new code and they are doing it by the shovel-load. The pace of shipping has gone up which means the pace of introducing new bugs has gone up right alongside it. The bug pool does not empty out because we keep refilling it every sprint.
Plus, the definition of the "easily found stuff" is a moving target. The AI models aren't static either. What takes a human reverse-engineer a week of deep insight today might just be a standard automated API call by 2027.
So while I would love for the dust to settle in a year, I think we are just looking at the new normal.
Thanks for reading the post and for the great counter-point!
The 90 day responsible disclosure window was built for a world where bug finders were rare and exploit development was slow. That world is gone. LLMs have compressed both timelines to near-zero. I have seen it first hand, and so has everyone else paying attention. This post lays out why the old model is broken, with real stories, and makes one ask to the industry: treat every critical security issue as P0 and patch it immediately.
While looking for a way to stream the India vs Pakistan cricket match on 14th September 2025, I stumbled across a suspicious search result on a europa.eu dev subdomain. It was being abused for blackhat SEO and redirecting users to scam streaming sites. I traced similar behavior across other high-profile domains, reported the issue to CERT-EU via email (after some Twitter help) and the problem was later confirmed as fixed on 6th November 2025. This post walks through how I found it, how I reported it and what we can learn from it.
A phishing campaign that uses Zoom's document share flow as the initial trust vector.
It forces victims through a fake "bot protection" gate, then shows a Gmail-like login. When someone types credentials, they are pushed out to the attacker over a WebSocket and the backend validates them.