Solutions

Infrastructure automation with guardrails.

Run remediation with policy constraints and approvals. Keep automation fast while enforcing budgets, scopes, and safety.

Safety Kernel Talk to Sales

Controls

Guardrails for every automation.

Policy-as-code enforces constraints before changes execute.

Constraint enforcement for runtime & diffs

Least-privilege scopes via pack workers

DLQ and retries for failed operations

Audit trail for every change

Workflow

Remediation without unsafe automation.

Every change is evaluated, approved, and constrained before execution.

Detect drift

Collect system state and thresholds.

Plan change

Generate a constrained remediation plan.

Policy evaluation

Safety Kernel enforces budgets.

Approval gate

Require approval before prod writes.

Apply change

Execute with allowlists and caps.

Audit trail

Record the full change history.

workflow.yaml

name: infra-remediation
steps:
  - id: snapshot
    uses: worker.monitor.snapshot
    
  - id: plan
    uses: worker.remediation.plan
    
  - id: approval
    type: approval
    reason: "Prod change required"
    
  - id: apply
    uses: worker.remediation.apply
    requires: ["prod", "write"]
    constraints:
      max_runtime_sec: 600
      max_lines_changed: 100

policy.yaml

rules:
  - match:
      capability: "remediation.apply"
    decision: ALLOW_WITH_CONSTRAINTS
    constraints:
      max_runtime_sec: 600
      max_lines_changed: 100
      
  - match:
      risk_tags: ["prod", "write"]
    decision: REQUIRE_APPROVAL

Constrained Execution: Automation stays fast when safe, and pauses when it exceeds defined risk thresholds.

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Incident Response

Governance