Infrastructure that deploys and manages itself.
Agentic IaC turns your infrastructure into a self-operating system, AI agents that provision, monitor, and remediate without a ticket queue. Your platform stays up, stays compliant, and stays sovereign.
From IaC you run to IaC that runs itself.
Traditional infrastructure-as-code is a document a human applies. Agentic IaC is a system that applies itself, observes the result, and heals drift without waiting for a change request.
THE LOOP
- Four states, closed.
- The agent declares what should exist, provisions it, watches health and cost, and corrects drift.
- Every action passes a governed gate before it executes.
Intent, provision, observe, remediate.
Four states, closed. The agent declares what should exist, provisions it, watches health and cost, and corrects drift. Every action passes a governed gate before it executes.
THE GUARDRAIL
- Self-operating does not mean unaccountable.
- Policy gates, audit trails, atomic rollback, and a human commit point on critical changes.
- The agent moves fast inside the boundary and cannot cross it.
Autonomy with a hard boundary.
Self-operating does not mean unaccountable. Policy gates, audit trails, atomic rollback, and a human commit point on critical changes. The agent moves fast inside the boundary and cannot cross it.
The Shift
From IaC you run to IaC that runs itself.
Traditional infrastructure-as-code is a document humans apply. Agentic IaC is a system that applies itself, observes the result, and heals drift without waiting for a human.
Self-Provisioning
Agents stand up new capacity against declared intent instead of waiting for a change request.
Self-Monitoring
Continuous observation of health, cost, and compliance across the whole estate.
Self-Remediation
Drift and failure are corrected automatically, with every action logged and reversible.
Sovereign by Default
Every action is bounded by your governance policy, not a vendor's defaults.
The Guardrails
Autonomy with a hard boundary.
Self-operating does not mean unaccountable. Every agent action passes a governed gate before it executes.
Policy Gate
No agent action executes outside the declared policy envelope.
Audit Trail
Every provision, change, and remediation is recorded with its rationale.
Reversibility
Actions are staged so a bad change can be rolled back atomically.
Human Override
Critical changes always retain a human commit point.
The Four States
Intent, provision, observe, remediate. Closed.
The loop is only useful if it closes. An agent that provisions without observing is a script with extra steps. An agent that observes without remediating is a dashboard.
Intent
Declared policy as code. What should exist, expressed in a form the agent can evaluate.
Provision
The agent creates the declared state. Every action passes a governed gate before it executes.
Observe
Continuous measurement of health, cost, and drift across the whole estate.
Remediate
Drift is corrected automatically, staged so a bad correction can be rolled back atomically.
The Accountability Model
Autonomy with a hard boundary.
Self-operating does not mean unaccountable. The agent moves fast inside the policy envelope and cannot cross it, and every action it takes is recorded with its rationale.
Policy gate
No action executes outside the declared envelope. The gate is structural, not a review step.
Audit trail
Every provision, change, and remediation recorded with rationale and actor.
Reversibility
Actions staged so a bad change reverts atomically rather than being repaired by hand.
Human commit point
Critical changes always retain a human approval. The agent proposes, a human commits.
The Failure Modes
What agentic IaC gets wrong when it is built badly.
Self-operating infrastructure fails in specific, predictable ways. Knowing them is what separates a governed system from a script that occasionally deletes production.
Runaway remediation
An agent that corrects a symptom rather than a cause can loop. The circuit breaker caps identical actions and escalates rather than retrying forever.
Silent drift
An agent that observes but does not remediate is a dashboard with extra steps. Drift detection without correction is monitoring, not IaC.
Policy bypass
An agent with credentials broader than its policy can act outside the envelope. The gate is enforced at the credential, not in the prompt.
Irreversible action
A remediation that cannot be rolled back is a risk, not a fix. Every action is staged so a bad correction reverts atomically.
THE NEXT STEP
Choose your door in.
Three ways to move forward. Every door leads to a sovereign workspace, not a sales queue.