Cybersecurity

Harden Ollama, llama.cpp, and vLLM. Model supply chain security, container isolation for GPU workloads, and the network architecture that holds the stack together.

Configure AWS Bedrock Guardrails, Azure Prompt Shields, Anthropic’s Constitutional Classifiers, and OpenAI’s Moderation API. The content filtering deep dive.

Lock down AWS Bedrock, Azure OpenAI, and GCP Vertex AI. IAM policies, VPC isolation, encryption, logging, and the misconfigurations to avoid.

Most AI deployments are insecure by default. The threat landscape you need to understand before deploying AI anywhere.