Stop Troubleshooting Terraform: How Scalr AI Helps Platform Teams

Platform teams spend a lot of their day on work that isn't the work they want to be doing. Repetitive tickets, debugging someone else's failed run, reviewing plans by hand. All of it eats into the time you'd rather spend building.

How many times have you picked up a ticket, a Slack message, or an email from an end user that just needs a bit of Googling? Usually a few searches turn up the answer, you send it back, and you move on. The searching itself isn't the painful part. The painful part is dropping what you were doing, loading the user's problem into your head, and then trying to find your place again afterward.

That context switch is what Scalr AI is meant to remove. It helps end users work through their own issues first, so the platform team isn't always the first stop.

Scalr AI is built right into the Scalr platform, and it's in all Scalr plans, including the free tier, so every team can use it.

What Scalr AI does

Scalr AI works on your Terraform and OpenTofu runs in a few spots where the manual effort usually piles up.

Intelligent Troubleshooting for Errored Terraform Runs

Debugging a failed deployment can eat up an afternoon. Scalr AI uses an AI assistant to help your users find and fix the problem.

• Root Cause Analysis: For errored Terraform or OpenTofu runs, Scalr AI acts as your virtual expert. With a simple "Explain" button click, it reviews the error logs, identifies the likely root cause, and provides crucial context.
• Suggested Fixes: Scalr AI also suggests steps to resolve the error, so users spend less time sifting through logs or searching for solutions.

Concise Terraform Plan Reviews

You want to know what a plan will do before you apply it. Scalr AI writes an automated summary of each plan so the review goes faster.

• Automated Insights: When AI is enabled in your workspace, Scalr AI automatically evaluates your plan and generates a high-level overview. This summary appears directly within the run interface and, for VCS-based workflows, in your VCS comments.

• Quick Impact Assessment: Instead of manually parsing detailed plan outputs, teams can see what changes will occur and review them faster.
• Plan and Cost Overview: Scalr AI reviews the proposed plan and its cost estimation, then pulls it all into a concise summary.
• Informed Decisions: Approvers get an AI-generated overview of what to expect if the run is approved, so they can decide without reading every line of code.

Available to Every Platform Team

Scalr AI is in all Scalr plans, including the free tier. A solo practitioner or a small team gets the same AI help here as a large platform org, with nothing extra to buy.

If your platform team is spending too much time on other people's failed runs, this is the kind of thing that hands some of that time back. The links below have the details.

• Learn more about Scalr AI: Scalr AI Documentation
• Scalr Pricing and Features: Scalr Pricing