PostAI engineering & coding

Rushed human review is not always safer than automation.

The useful distinction is not human versus machine but deterministic versus judgment-heavy — some changes can move fast because the boundary is formal.

Lukman Nuriakhmetov
Lukman Nuriakhmetov
1 min read · June 22, 2026

Rushed human review is not always safer than automation.

Sometimes the safer path is a rule.

In engineering leadership, I do not trust automation because it is automated. I trust it when the blast radius is explicit, the rules are inspectable, and the rollback path exists.

That is why the Terraform auto-apply pattern is interesting. Export the plan, evaluate it with policy-as-code, and allow only classes of changes that match deterministic safety rules. That is a better control than asking a tired reviewer to approve routine changes quickly. AI-generated work should follow the same logic. Some changes can move fast because the boundary is formal. Others should stop because the risk cannot be reduced to a rule.

The useful distinction is not human versus machine. It is deterministic versus judgment-heavy.

Good AI governance starts by knowing which decisions deserve a rule and which still deserve a human.

Tags: ai-engineering · devops · engineering-leadership · policy-as-code