
Token Efficiency vs Cognitive Efficiency: Choosing IaC for AI Agents
We benchmarked Terraform HCL and Pulumi TypeScript across two LLMs. HCL uses fewer tokens, but Pulumi's total pipeline cost is 41% lower.
Engin Diri
10 min read
We benchmarked Terraform HCL and Pulumi TypeScript across two LLMs. HCL uses fewer tokens, but Pulumi's total pipeline cost is 41% lower.
Engin Diri
10 min readRun AI/ML workloads on Kubernetes with Pulumi and Google Cloud. Automate model training, deployment, and scaling with Infrastructure as Code for seamless ML ops
Sara Huddleston
Self-host DeepSeek, Llama, Qwen, or Mistral on AWS EC2 with Ollama and Pulumi. Includes instance-type recommendations, cost math, and copy-paste IaC.
Engin Diri
The future of AI and Infrastructure as Code (IaC), for how we author and build cloud solutions and AI-driven applications
Luke Hoban
Pulumi AI turns your ideas into cloud infrastructure in seconds. Learn how <pulumi new> and the [Deploy with Pulumi] button make cloud deployment effortless!

2 authors
Guided short tutorial on starting a Pulumi infrastructure as code project to deploy Hugging Face LLMs on Amazon SageMaker machine learning platform with Python
Kat Morgan
Accelerating AI/ML innovation with infrastructure as code through a hands-on journey to deploy your own chatbot
Kat Morgan
Discover Pulumi AI—your AI-powered assistant for building cloud infrastructure faster and smarter. Reduce complexity and deploy in minutes.
Luke Hoban
Pulumi Insights provides AI-powered intelligence, search, and analytics for cloud infrastructure across any provider using generative AI and LLMs.
Luke Hoban