
AI API Integration: A Practical Engineering Guide
Learn ai api integration the right way — auth, streaming, tool calls, retries, and observability hooks — with patterns that hold up in production.
20 min readai api integrationllm apiapi gateway

Learn ai api integration the right way — auth, streaming, tool calls, retries, and observability hooks — with patterns that hold up in production.

Compare unified LLM API vs direct provider APIs on integration, billing, failover and observability to choose the right setup for your stack.