Tags: production engineering* + terraform*

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  1. An in-depth exploration of using Large Language Models (LLMs) to generate Terraform code for infrastructure as code (IaC), analyzing the capabilities and limitations of LLMs in this domain.

    All models struggled with:
    - Variable usage (hardcoded values)
    - IAM configuration (permissions)
    - Security group management
    - Target group configuration

    While LLMs are promising for IaC, they can be helpful tools for developers.
  2. Eric Larssen discusses the shortcomings of Terraform in infrastructure as code management, such as bespoke patterns, drift management issues, HCL language complexity, and licensing drama, and suggests the Kubernetes operator pattern as an alternative.
  3. Service Development Kit that uses Terraform, AWS ECS, Rust, Actix App, Postgress RDS, LLM, RAG, Cloudflare
    • step-by-step guide on how to set up the service development kit, including creating an SSL certificate, setting up Terraform, and configuring Cloudflare.
    • Rust, LLM, and RAG in the service development kit.
  4. List 10 real use case where i can use Template template_file of Terrraform

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