By Yangci Ou - Let AI agents read Terraform, OpenTofu, and Pulumi plans, compare them with what you asked for, and fix unexpected changes before asking for review.

By James Edison - Infrastructure as code is likely to remain part of that work, with agents taking on more of the writing and operation.

By Matt Gowie - Run formatting and validation, linting, tests, security scans, and documentation checks locally and in CI for Terraform and OpenTofu.

By Veronika Gnilitska - Turn click-ops AWS resources into Terraform/OpenTofu with AI and MCPs, using human review gates, independent verification, and a merge checklist.

By Yangci Ou - Terraform's AWS provider retries throttled requests with backoff, but each request backs off blind to the others. Adaptive retry mode adds a client-wide rate limiter that paces requests once throttling is detected to avoid being rate limited.