What we learn assessing, building, and handing over AI agents, automation, and cloud infrastructure. Written by the people doing the work.

Twelve questions CISOs should ask about agent identity, credentials, MCP, runtime isolation, data, model providers, network access, and incident response before production deployment.
· 4 min read

A practical method for turning agent workflows into least-privilege policies across files, network, credentials, tools, APIs, and enterprise resources.
· 4 min read

Autonomous agents need credentials to work, but they do not always need direct possession of reusable secrets. Learn how credential mediation changes the security model.
· 3 min read

Docker and NVIDIA OpenShell solve different layers of the agent security problem. Here is how container isolation and agent-aware policy fit together.
· 4 min read

Coding agents can expose enterprise data through model context, network egress, credentials, tools, and supply-chain behavior.
· 4 min read

A practical methodology for threat modeling autonomous AI agents across models, tools, credentials, networks, data, MCP, and enterprise systems.
· 5 min read

IAM remains essential, but autonomous agents introduce runtime, tool, credential, network, and execution risks that identity controls alone cannot fully address.
· 4 min read

MCP makes AI agents more useful by connecting them to enterprise tools. It also creates a new authorization surface security teams need to govern.
· 4 min read

NVIDIA OpenShell is not another agent framework. It is a security and runtime layer for controlling what autonomous agents can access and do.
· 4 min read

A practical enterprise security architecture for Claude Code: isolation, least privilege, network controls, credential mediation, policy-as-code, and auditability.
· 4 min read

AI agents can execute code, use credentials, call APIs, and modify enterprise systems. That changes the security model.
· 5 min read
Fixed scope. You get a systems map, a prioritized automation backlog, and a security gap list, whether or not you build with us.