What AI Reveals About Web Applications— and Why It Matters
Oct 14, 2025
Artificial Intelligence / Web Security
Before an attacker ever sends a payload, they've already done the work of understanding how your environment is built. They look at your login flows, your JavaScript files, your error messages, your API documentation, your GitHub repos. These are all clues that help them understand how your systems behave. AI is significantly accelerating reconnaissance and enabling attackers to map your environment with greater speed and precision. While the narrative often paints AI as running the show, we're not seeing AI take over offensive operations end to end. AI is not autonomously writing exploits, chaining attacks, and breaching systems without the human in the loop. What it is doing is speeding up the early and middle stages of the attacker workflow: gathering information, enriching it, and generating plausible paths to execution. Think of it like AI-generated writing; AI can produce a draft quickly given the right parameters, but someone still needs to review, refine, and tune it f...