By Yangci Ou - A seven-minute plan could need a provider cache, bigger workers, or a more scoped root module. OpenTelemetry traces show where the time goes, and give an AI agent the evidence to investigate, propose a fix, and verify it.

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.