Vijil launches Diamond Adaptive Red Team to stress-test multi-agent systems and roll evidence into traceable reliability, security and safety scores

What changed

Vijil launched Diamond Adaptive Red Team on October 7 for adaptive security and safety testing of agents and multi-agent systems. Diamond builds probes from sources including the OWASP LLM Top 10, MITRE ATLAS, garak and Vijil's internal red-team library, runs calibrated detectors, and rolls results into traceable trust scores across reliability, security and safety. Its product methodology emphasizes versioned probes and seeds plus held-out ground truth that is not used for tuning. Vijil claims the adaptive approach can find up to 1.5 times more issues than a leading alternative during development; that figure is vendor-reported rather than an independent benchmark.