DevOps
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.
2 min read
#AI
11 articles
DevOps
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.
2 min read
DevOps
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.
2 min read
DevOps
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.
2 min read
DevOps
Terraform for Mechanistic Interpretability Research Infrastructure
Provision mechanistic interpretability research infrastructure with Terraform: research compute, experiment tracking, model checkpoints, and notebooks.
2 min read
DevOps
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.
2 min read
DevOps
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
4 min read
DevOps
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
4 min read
DevOps
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
4 min read
DevOps
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
4 min read
Automation
Luca Berton at CfgMgmtCamp 2025 in Ghent
Join me at CfgMgmtCamp 2025 in Ghent as I discuss automating AI-powered graph databases using Ansible, OpenAI, and Neo4j GenAI. Discover best practices in.
2 min read