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AI with Pulumi

AI-powered services and applications. Tutorials, examples, blog posts, and workshops for AI with Pulumi.

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Tutorials

Learn by doing

Tutorial

ChatGPT clone with Pulumi ESC managed secrets

Use the Pulumi CLI and ESC SDK to manage secrets for a basic OpenAI-based ChatGPT clone.
15 min
Examples

Browse real-world programs

ExampleTypeScript

Serverless AI inference endpoint with Amazon Bedrock

A serverless AI inference endpoint on AWS - a Lambda Function URL that invokes an Amazon Bedrock foundation model, scoped to least privilege.
Deployable
From the blog

Keep your skills current

View all 18
Blog PostApr 2024

Adding data to Pinecone using S3, Embedchain and Pulumi on AWS for an AI Slack bot

Learn how to add data to Pinecone using S3, Embedchain and Pulumi on AWS for an AI Slack bot.
Tyler Mulligan
Blog PostMar 2024

Build an AI Slack Bot on AWS Using Embedchain & Pulumi

Learn how to build an AI-powered Slack bot with Embedchain & Pulumi on AWS.
Tyler Mulligan
Blog PostJun 2024

Uploading documents to your AI Slackbot in real-time using S3, SQS and Pulumi on AWS

Uploading documents to your AI Slackbot in real-time using S3, SQS and Pulumi on AWS
Tyler Mulligan
Blog PostJun 2026

Deploy a Private Hermes Agent on Render Securely with Pulumi, Modal, and Tailscale

Deploy a self-hosted Hermes agent as one Pulumi program across Render, Modal, and Tailscale — a code-executing AI agent with nothing on the public internet.
Engin Diri
Blog PostSep 2023

Deploy an AI/ML Chatbot Frontend on Vercel with Pulumi

Deploy your AI chatbot frontend on Vercel using Pulumi and Python. Follow this step-by-step guide to streamline your AI DevOps workflow.
Adora Nwodo
Blog PostJan 2026

Deploy OpenClaw on AWS or Hetzner Securely with Pulumi and Tailscale

Deploy OpenClaw (formerly Moltbot/Clawdbot), an open-source AI assistant, to AWS and Hetzner using Pulumi with Tailscale for secure private access.
Engin Diri
Blog PostFeb 2024

Deploy LangServe Apps with Pulumi on AWS (RAG & Chatbot)

Learn to deploy LangServe LLM apps on AWS using Pulumi. Includes real-world examples: a Gandalf chatbot and a Pinecone-powered RAG system with LangChain.
Engin Diri
Blog PostDec 2025

From 'Works on My Machine' to Production-Ready: Building AI Agents with Amazon Bedrock AgentCore

Transform local AI agent prototypes into production-ready deployments using Amazon Bedrock AgentCore, Strands SDK, and Pulumi.
Engin Diri
Blog PostJun 2026

Fully Automated AI Inference on AWS, Azure, and Google Cloud with Pulumi

A zero-touch Ollama GPU inference server on AWS, Azure, or Google Cloud as one Pulumi program, with OIDC credentials from Pulumi ESC and no static keys.
Engin Diri
Blog PostJan 2026

How Ralph Wiggum Built a Serverless SaaS with Pulumi

See how an AI agent using the Ralph Wiggum loop built a full AWS serverless SaaS with Pulumi—unsupervised. Frontend, backend, tests, and CloudFront included.
Engin Diri
Blog PostJul 2026

Kubernetes Agent Sandbox: What It Is and How to Deploy It with Pulumi

Agent Sandbox gives AI agents kernel-isolated, disposable environments as Kubernetes resources. Here's what it is and how to deploy it on GKE with Pulumi.
Adam Gordon Bell
Blog PostFeb 2024

Deploy Low-Code LLM Apps on AWS with Flowise and LocalAI

Quickly build & deploy low-code LLM apps on AWS EKS using Flowise, LocalAI, and Pulumi. Follow this step-by-step guide & streamline your AI workflows.
Engin Diri
Workshops

Get hands-on live — or catch a recording

View all 16
WorkshopOn demand

Taking AI Apps to Production

The Pinecone and Pulumi teams will explore the infrastructure and service architecture you need to scale AI apps in production.
Scott Lowe
WorkshopOn demand

Building AI-powered Applications at Pulumi

Learn how the Pulumi engineering team builds AI-powered capabilities and the lessons learned bringing these features into production.
Aaron Friel
WorkshopOn demand

Cloud Automation: AWS and Pulumi’s Path to Intelligent Ops

Join Pulumi and AWS for a discussion on how next-generation AI capabilities are transforming infrastructure operations.
Meagan Cojocar +2
WorkshopOn demand

Deploying LangChain Applications on AWS with Pulumi

This workshop will show a practical AI use case for Pulumi. Using Pulumi & TypeScript, we'll demonstrate deploying a LangChain app on AWS.
Engin Diri
WorkshopOn demand

Deploying LlamaIndex Applications on AWS with Pulumi

Dive into a session where we'll deploy an AI application using LlamaIndex on AWS. Discover the seamless integration of IaC in launching AI solutions.
Engin Diri
WorkshopOn demand

Deploying LLMs on GKE with NVIDIA GPUs & Google Cloud

Deploy a Mixtral 8x7B LLM on GKE with NVIDIA GPUs using Pulumi and Python. Learn to build scalable, GPU-enabled AI workloads on Google Cloud.
Engin Diri and Jason Smith
WorkshopOn demand

Extending Pulumi Neo: MCP Servers and Cloud CLIs

Connect Pulumi Neo to Datadog, PagerDuty, Linear, and more via MCP, and to aws, gcloud, az, and kubectl — live workshop with real incident workflows.
WorkshopOn demand

Getting Started with Infrastructure Agents

Learn to add intelligent automation to infrastructure workflows with proper controls and human oversight.
Engin Diri
WorkshopOn demand

Getting Started with Pulumi Insights

In this workshop, you will learn how you can improve your team's productivity with the Search, Analytics, and Intelligence capabilities of Pulumi AI
Josh Kodroff +2
WorkshopOct 22, 2026

Give your coding agent an (Elastic) memory

Give your coding agent persistent, searchable memory in Elasticsearch, deployed to Elastic Cloud with one Pulumi command.
Engin Diri and David Pilato
WorkshopOn demand

Enterprise Guardrails for Agent-driven Operations

Learn how to balance team velocity with security and compliance by implementing governance frameworks for AI agents and policy as code.
Engin Diri
WorkshopOct 28, 2026

Putting agents to work: Agent-driven orchestration you can govern, trust, and repeat

Learn how to give AI agents context and scoped credentials so every infrastructure change is previewed, governed, and approved.
Yosef Ejigu

The infrastructure as code platform for any cloud.

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