Question 1

How is Terracotta AI different from Spacelift?

Accepted Answer

Spacelift is a full IaC CI/CD platform that replaces your Terraform pipeline with managed plan/apply workflows, state management, and OPA policy enforcement. Terracotta is an AI-powered analysis layer that adds cost, drift, security, and guardrail intelligence to every PR without replacing your existing CI/CD. Terracotta plugs in in two minutes. Spacelift requires migrating your entire pipeline.

Question 2

Can Terracotta AI work alongside Spacelift?

Accepted Answer

Yes. Teams already using Spacelift for CI/CD can add Terracotta for AI-powered PR analysis, blast radius assessment, plain English guardrails, and fleet-wide intelligence. Spacelift handles execution while Terracotta handles intelligence. They are complementary.