Historical note: Stage 3 engineering in the public artifact tree (v1.1.0)
Historical engineering note only. Mode A public identity remains Quiet Open-Core v1.2.0. Stage 3 / v1.1.0 is not the Mode A public maturity baseline and is not production-qualified multi-tenant platform.
A practical path for engineering and security teams: install the kernel, put a coding agent behind policy, approve risky actions, and run day-2 ops with dashboards, dry-run, and webhooks.
Operator visibility, policy dry-run, webhook approvals, optional OIDC ops auth, and a Compose hosted path — shipped under the same rule as v1: built and tests pass means done.
How to Test an AI Agent Through ActantOS on Any Computer
ActantOS v1.2.0 reduces the first test to one command on Windows, macOS, or Linux. Here is what starts, what the simulated agent attempts, and what each decision proves.
The self-host Enforcement Kernel is public: frozen /v1 API, Cedar policy, human approvals, Docker sandbox, Pi coding path, optional MCP gateway, and tamper-evident audit — lab-verified and ready to install.
Autonomous AI agents are being deployed at scale inside enterprises. Without a governance layer, each agent becomes an uncontrolled actor. Here's why governance isn't optional.
Traditional role-based access control was designed for humans. Applying it to autonomous AI agents requires rethinking who a 'principal' is, and how roles should propagate across agent actions.
The $4.2B Cost of Unsupervised AI: A Hard Look at the Numbers
Industry data is converging on a sobering figure: enterprises are losing billions annually to AI agent incidents. We break down where those losses come from and what governance infrastructure can prevent.
MCP connects agents to tools at scale — but without an enforcement point, every upstream server becomes a direct line to production. Here's why routing through a policy gateway is non-optional.
Fail-Closed Adapters When the Daemon Is Unreachable
Governance that falls back to 'execute anyway' when the policy engine is down is worse than no governance at all. ActantOS adapters terminate tool calls on any failure.