How we automate

Not scripts — an operating system for your platform.

Standard GitOps stops at "declared". We add an autonomous layer on top, built from five composable building blocks — so your platform operates itself within guardrails you control.

The building blocks

From runbook to autonomous agent.

01

SOPs

Hard-won runbooks for every routine operation — the institutional knowledge of running a platform.
02

Skills

Each SOP becomes a reusable, composable skill an agent can execute.
03

Sub-agents

Specialist agents (provisioning, ops, backup) execute skills autonomously.
04

Guardrails

Operating rules keep every agent inside policy — GitOps-only changes, operator-pattern respect, data-safety first.
05

MCP gateway

One brokered, authenticated entry point for agent access, with rate limiting and an audit trail.
The loop

Detect → Plan → Act → Verify.

Every autonomous action runs this loop inside human-defined guardrails, with a signed audit trail.

01

Detect

02

Plan

03

Act

04

Verify

See it running on your platform.