Input path
Normalize and validate untrusted content before it reaches tools or models.
Layered defenses, explicit policy, and evidence-friendly operations — presented here at the level appropriate for public marketing.
Enterprise in production
Regulated health, global finance, and field robotics — each with a full write-up. Start with the flagship stacks.
Ingress sanitization, network egress policy, secret hygiene, shell safety, and Unicode normalization — coordinated at trust boundaries.
Normalize and validate untrusted content before it reaches tools or models.
Deny-by-default edits and commands with workspace-aware allowlists.
Correlated events for privileged actions — exportable for SIEM workflows.
Role-aware access, directory controls, and automation policies that respect team boundaries.
Artifacts customers expect: data handling statements, retention controls, and evidence of gate passage for releases.