Automation

Use AI when the workflow has high variability, requires natural language interpretation, or involves decision-making under uncertainty. Use traditional automation (RPA, scripts) when the process is deterministic and repetitive. Mixing the two — AI for variable parts, rules for deterministic parts — is usually the most effective approach.

Classify changes by risk level. Implement layered automated review. Create reusable skills for agents. Define scope limits. Monitor runtime with auditable evidence. Lovable’s principle: even with dozens of agents running in parallel, human attention remains the scarcest resource.