Governance, Security & Deployment

You cannot improve what you cannot see. Tracing every prompt, tool call, token, and cost is the first thing to add before an LLM app goes live.

LLM apps have a new attack surface. Learn the dominant threats, why prompt injection has no clean fix, and how to limit blast radius.

Guardrails enforce what an LLM is allowed to say and do: blocking unsafe topics, validating output structure, and keeping agents on-policy.

Vibes do not scale. Build a repeatable eval harness measuring correctness, hallucination, latency, and tool-use success so you can ship changes with confidence.

Beyond code: the frameworks and practices that keep AI fair, transparent, and accountable, and increasingly, compliant with regulation.

n8n is a workflow automation tool with first-class AI agent nodes, a fast way to ship useful agents with little code and many built-in integrations.

Azure AI Foundry Agent Service is Microsoft's managed platform for building, deploying, and governing enterprise agents with built-in tools and security.

Amazon Bedrock AgentCore provides managed infrastructure to deploy and operate agents securely at scale, with runtime, memory, identity, and tools.