TraceForge is a GPU-accelerated testing and regression detection platform for AI agents. It captures real agent traces, generates adversarial test variants, batch-replays them on AMD GPUs using ROCm, and detects failures, hallucinations, unsafe tool calls, and performance regressions before deployment.