AI Infrastructure

Terraform for AI Companions: Real-Time Voice and Chat Backends

Provision AI companion infrastructure with Terraform: real-time inference APIs, voice infrastructure, user data stores, moderation, and scaling policies.

Terraform for AI-Native Development Platforms on AWS

Provision AI-native developer platforms with Terraform: sandboxes, CI/CD runners, model-serving environments, secrets, VPCs, and preview environments.

Terraform for Domain-Specific Language Models on AWS

Provision domain-specific LLM infrastructure with Terraform: GPU inference endpoints, private data stores, fine-tuning pipelines, and isolated environments.

Terraform for Humanoid Robotics Fleet Management on AWS

Provision humanoid robotics infrastructure with Terraform: fleet management, OTA updates, simulation clusters, logging, maps, and robotics APIs.

Terraform for Hyperscale AI Data Centers: Multi-Region Patterns

Standardize hyperscale AI data center infrastructure with Terraform: multi-region modules, capacity blocks, GPU pools, and repeatable region rollouts.

Terraform for Mechanistic Interpretability Research Infrastructure

Provision mechanistic interpretability research infrastructure with Terraform: research compute, experiment tracking, model checkpoints, and notebooks.

Terraform for Physical AI: Edge and Robotics Backends on AWS

Provision Physical AI infrastructure with Terraform: edge-cloud backends, robotics telemetry, IoT ingestion, and low-latency compute zones.

Terraform for XR Computing and Spatial Platforms on AWS

Provision XR and spatial computing backends with Terraform: 3D content pipelines, streaming infrastructure, device management, and analytics.

May 4, 20263 min read

Terraform for Agentic AI Infrastructure: Deploy Multi-Agent Systems on AWS

Deploy agentic AI and multi-agent systems with Terraform on AWS. Provision SQS queues, Lambda functions, Step Functions orchestration

Terraform for AI Infrastructure Optimization: Cost-Efficient Model Deployment on AWS

Optimize AI infrastructure costs with Terraform. Deploy right-sized inference endpoints, auto-scale based on token throughput, use Spot instances

Terraform for AI Security: Guardrails, Model Access Control, and Threat Detection

Secure AI workloads with Terraform. Deploy Bedrock guardrails, model access IAM policies, prompt injection detection

Terraform for AI Supercomputing: Provision GPU Clusters and NVIDIA DGX on AWS

Provision AI supercomputing infrastructure with Terraform. Deploy GPU clusters with p5.48xlarge, EFA networking, FSx Lustre storage