Cisco Talos has introduced EvidenceForge, an open-source tool designed to generate high-fidelity, correlated synthetic security logs across multiple formats. The tool addresses the data bottleneck in detection engineering and SOC training by providing realistic datasets with causal ordering, background noise, and AI-assisted scenario authoring.