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.
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.
Hallux.ai is a platform offering open-source, LLM-based CLI tools for Linux and MacOS. These tools aim to streamline operations, enhance productivity, and automate workflows for professionals in production engineering, SRE, and DevOps. They also improve Root Cause Analysis (RCA) capabilities and enable self-sufficiency.
Explores KitOps, an open source project that bridges the gap between DevOps and machine learning pipelines by allowing you to leverage existing DevOps pipelines for MLOps tasks.
ModelKits are standardized packages that contain all the necessary components of an ML project, including the model, datasets, code, and configuration files.
ModelKits are defined using a YAML file called a Kitfile, which can be integrated seamlessly with existing DevOps pipelines, much like a Dockerfile for containerization.
ModelKits are standardized packages that contain all the necessary components of an ML project, including the model, datasets, code, and configuration files.
ModelKits are defined using a YAML file called a Kitfile, which can be integrated seamlessly with existing DevOps pipelines, much like a Dockerfile for containerization.
This article outlines the differences between Software Engineering (SE) and Production Engineering (PE), and also discusses their similarities to DevOps and Site Reliability Engineering (SRE).
Hallux.ai provides open-source solutions leveraging Large Language Models (LLMs) to streamline operations and enhance productivity for Production Engineers, SRE, and DevOps. Offering cutting-edge CLI tools for Linux and MacOS, they automate workflows, accelerate root cause analysis, empower self-sufficiency, and optimize daily tasks.
OpenTelemetry offers a standardized process for observability, but its functionality is a work in progress. Its usefulness depends on the observability tools and platforms used in conjunction with OpenTelemetry.
This article explains the differences between monoliths and microservices, their benefits and tradeoffs, and provides heuristics to help you decide which architecture is best for your application.
This blog post compares Ansible and Terraform, two popular tools in the DevOps world, and discusses how they can be used together for a more efficient and comprehensive approach to infrastructure management. It also includes a video walk-through and requirements for a demo example where Terraform and Ansible are combined to create an AWS EC2 instance and deploy a Docker engine on it with Ansible, followed by launching a Jenkins container.
