tl;dr

Platform and DevOps teams are still catching Terraform issues after they break production. Terracotta AI brings AI-powered review directly into PRs, analyzing your code, state, and live cloud resources to prevent problems before any workflow triggers.

Try Terracotta AI for free at https://tryterracotta.com!

https://www.youtube.com/watch?v=QyzyiJVeZqU

https://www.youtube.com/watch?v=GuSfvcYllZo&t

Problem

Even the simplest Terraform changes can break production in unexpected ways and can take a significant amount of time to debug and fix.

Platform teams have developed sophisticated DevOps practices, including module catalogs, compliance policies, and continuous integration/continuous delivery (CI/CD) pipelines.

However, even with senior engineers reviewing pull requests (PRs), critical issues still slip through, including drift conflicts, hidden dependencies, and blast radius across services that you didn't know were connected.

The problem isn't a lack of processes. It's that humans can't consistently analyze Terraform changes against live cloud state, remote state, and downstream dependencies simultaneously. Traditional tools catch problems after the PR is approved or deployed, not before.

Solution

We created a purpose-built AI agent for Infrastructure as Code (IaC) workflows that seamlessly integrates into your IaC pipeline, contextualizing and providing real-time feedback directly within your pull requests.

Terracotta AI analyzes every Terraform change against the most critical contexts in your IaC deployment pipeline and provides accurate, contextual, actionable feedback inside of your PR:

• Your IaC code — syntax, structure, linting, and more
• Local plan state — what Terraform thinks will happen
• Live remote state — What should be deployed
• Live cloud resources — what actually is deployed

We instantly surface the issues that break production:

• Drift and state mismatches
• Threat vectors and misconfigurations
• Hidden blast radius and downstream risk
• Cost anomalies and compliance violations
• Cross-PR conflicts for resource modifications

Everything happens as soon as the PR opens, before any CI/CD workflow triggers, and serves as an early detection system for hidden risks and issues that might enter your production environment.

Traction

We're working with platform engineering and DevOps teams at SupportLogic, LaminatedLabs, and others who are catching issues they would have missed and deploying with confidence rather than crossing their fingers.

"Terracotta has helped my DevOps team ship Terraform faster and with more clarity. It catches cost impacts, exposed secrets, potential threat vectors, and even cross-PR conflicts before we trigger our CI/CD pipelines. It's been a huge win for both speed and compliance and an overall boost in confidence in helping manage Terraform across all our environments." - Tyler Pinckard - Head of Software Engineering, DevOps & Security at SupportLogic

SupportLogic Case study: https://tryterracotta.com/case-study/supportlogic

Our ask

If your team is tired of Terraform, OpenTofu, and CDK-TF surprises in production, let's show you a 15-minute demo or sign up for a free 14 day trial at https://tryterracotta.com.

Email us: founders@tryterracotta.com