Security & operations for high-stakes systems
Your data is being hunted. Your models are targets. Your infrastructure changes faster than periodic security or manual operations can follow. Dark Forest secures the system—and keeps it running.
Three capabilities. One system.
Offense exposes how systems fail. Defense reduces the window. Deep infrastructure operations keep critical workloads moving from metal to model.
A Dark Forest product
The adversary’s adversary. Continuous penetration testing, agentic red teaming, vulnerability research, and AI system security.
Enter Swordholder →A Dark Forest product
Defense that never looks away. Agentic Blue, fully homomorphic encryption, and operator-blind confidential compute for critical workloads.
Enter Wallfacer →A Dark Forest product
From metal to model. Managed DevOps, cluster deployment, training orchestration, and inference operations across on-prem, cloud, and hybrid infrastructure.
Enter Staircase →Continuous agentic security
Point-in-time assessments leave long gaps between discovery and response. Our agentic workflows keep testing, investigating, and validating—with human judgment at consequential boundaries.
Autonomous recon, attack-path discovery, exploitability research, and adversary simulation surface what changed—and what can actually be reached.
Agentic Blue correlates alerts and vulnerabilities, develops mitigations, and validates outcomes so defenders can focus on decisions with real consequence.
The Dark Forest doctrine
Security begins with the system as it is now—not as it looked during the last assessment.
We evaluate how a capable attacker sees the system—not how the system was intended to work.
Agents create leverage. Operators set intent, approve high-impact actions, and own decisions at critical boundaries.
Founder / Tyler Weldon
Cloud infrastructure builder, founding red-team engineer, and security operator across bare metal, Kubernetes, AI, and HPC. Dark Forest is grounded in firsthand experience building complex systems, finding consequential attack paths, and driving the fixes through.
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