Policy + access design
Scope which systems AI can touch, with least-privilege access, approvals, and audit trails. No “run as admin” shortcuts.
Guardrails + verification
Ship AI safely with clear policies, checks, and rollback paths.
I design guardrails and verification loops so AI/automation can make changes without creating new risk: access, policies, tests, and review checkpoints built into your SDLC.
Verification loops
Tests, lint, schema checks, and diff analysis run by default. Humans review when risk is high; automation proceeds when signals are green.
Observability + alerts
Logging, metrics, and traces for every critical path. Dashboards and alerts tailored to changes AI can make.
Rollback + incident playbooks
Rollback steps, change windows, and incident playbooks so issues are reversible and accountable.
What you get
Guardrail policy
Scopes, approvals, and access controls for AI/automation across repos and environments.
Verification stack
Default checks (tests, lint, schema, security) integrated with CI/CD and review.
Observability plan
Signals, dashboards, and alerts mapped to critical workflows and AI actions.
Runbooks
Incident/rollback playbooks and change windows so teams can respond quickly.
Ready to add safety
Let’s implement guardrails and verification before you scale AI.
We’ll scope access, add checks, and wire monitoring so speed doesn’t create risk.