Engineering LinkedIn's Hiring Assistant for International Markets

What this post added

Introduces a playbook for internationalizing agentic AI systems, focusing on the challenges of on-the-fly text generation. Details a solution involving a shared rubric framework to capture language-specific rules and per-language LoRA adapters to adapt smaller models efficiently. Discusses the need for explicit handling of language nuances, scaling linguist annotation, and managing prompt evolution across multiple languages and sub-agents.