Marcus Delacroix-Okafor

Reliable API latency benchmarks must isolate network costs and measure accuracy alongside speed.

How to keep search pipelines alive when rate limits hit hard in production.

Design your research API around explicit ownership, citations, and latency constraints.

Build grounding and citations into LLM pipelines by choosing between function calling and RAG.

Live search beats static indexing for agents that need current, citable answers.

Retrieval layers now separate production systems from hallucinations about current events.