Tags: llm* + 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. 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.

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