These security tools act as protective firewalls that intercept adversarial inputs and prompt injections designed to bypass application guardrails. By detecting malicious manipulation attempts in real time, they prevent unauthorized access, data exfiltration, and erratic software behavior. When comparing options for your stack, prioritize low latency overhead, customizable defense rules, and low false-positive rates that keep genuine user requests moving smoothly.

A family of custom-trained security models for coding agents