Here's the reality: AI is writing more code than humans. And no human is reviewing most of it.
That exposes a brutal truth: legacy AppSec tools were designed for a world where developers wrote and read every line. But when code ships from written prompts in Cursor or Claude Code, three things must be true: zero false positives (or real issues get ignored), automatic context understanding (what's safe at one company tanks another's stock price), and systems that improve faster than the models writing the code.
At Semgrep Secure 2026, see the first multimodal AppSec engine that delivers all three. Deterministic analysis for guarantees. LLM reasoning for business context. Together, they catch what neither can alone: IDORs, business logic flaws, and vulnerabilities that only make sense in your codebase.
This isn't AI slapped on top. It's AppSec completely rebuilt. Register now to see it first.