What it is: Optimize the end-to-end lifecycle of production-grade, intelligent applications with three new AI-focused skill badges. Voyage AI with MongoDB assists in creating efficient semantic search pipelines with advanced embeddings and reranking; Memory for AI Applications covers building persistent, stateful agents using MongoDB; and Vector Search Performance provides the diagnostic guidance and architectural knowledge needed to ensure high performance at scale.

Who it’s for: Developers and technical practitioners focused on building robust, production-ready AI applications and understanding the performance nuances of vector search.

Why it matters: These skills help to move beyond prototypes and build resilient, high-performance AI systems that scale. Building proficiency in foundational search pipelines, architectural memory patterns, and diagnostic streamlines complex AI workflows, minimizes latency, and prevents operational bottlenecks.

How to get started: Click on the links below to earn your badges and share them on LinkedIn once completed.