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TerraProbe introduces a five-layer oracle evaluation framework to detect deceptive fixes in LLM-assisted Terraform security repair, revealing that such fixes are systemic across models like Gemini, GPT-4o, and Claude. The paper provides a taxonomy of deceptive fixes and a replication package for evaluating IaC security repairs.
This tweet highlights an open-source RAG assistant for airline policies with complete source code and a video walkthrough by Lena (@lenadroid). It uses LangChain, LangGraph, Postgres with pgvector, Terraform, and indexes source documents.
This article explains how to safely automate Terraform auto-apply using conftest, a policy-as-code tool based on Open Policy Agent, by evaluating Terraform plans deterministically with Rego policies to eliminate human review bottlenecks while maintaining auditability.
ControlBot is an open-source tool that reviews Terraform PRs for NIST 800-53 compliance using Checkov and Cursor SDK, providing inline comments and merge gates.
At Gleam Gathering 2026, Rob Durst shared how he rewrote a YAML-to-Terraform configuration tool as a compiler using Gleam, and how he came to appreciate the power of type-driven design and the decoder pattern.
Mitchell Hashimoto clarifies his personal definition of 'X as Code' as a system of principles or rules rather than equating it to programming, drawing on his experience creating Terraform and the Tao of HashiCorp.
Terraform is an infrastructure as code tool by HashiCorp for building, changing, and versioning infrastructure safely and efficiently.