Master AI Development: From Groundwork to Production

Building robust, scalable AI applications requires more than just calling an API endpoint. It requires an intentional architecture, fluid data modeling, and a database that handles complexity without slowing down your development cycles. This comprehensive, three-part virtual workshop series delivers a practical framework for every stage of your AI engineering journey.

Learn how to transition from basic vector queries to production-ready system architectures and autonomous agent workflows. Each session focuses on technical strategies, real-world constraints, and implementation patterns.

Session 1: Vector Search — Beginner to Pro
July 22
Explore the mechanics of semantic search using MongoDB Vector Search and Voyage AI embedding models. Learn how to generate high-quality embeddings, execute precise vector queries against data collections, and apply advanced optimization techniques like pre-filtering and hybrid search to improve application performance.

Session 2: AI System Design — From Idea to Production
July 29
Writing code is no longer the bottleneck—knowing what to build and how to scale it safely is the true challenge. This session introduces a repeatable evaluation framework to help you define clear success metrics, pick the ideal retrieval strategy, and establish operational guardrails that prevent common failure modes before your application ever reaches users.

Session 3: AI Coding with MongoDB
August 4
Traditional prompt engineering is evolving into autonomous, agentic workflows. Learn how to configure autonomous coding tools like Claude Code to build clean, idiomatic Node.js REST APIs backed by MongoDB. Learn how to use agent skills and the MongoDB Model Context Protocol (MCP) server so your AI assistants understand your access patterns and work with your data natively.

Secure Your Spot for the Series

Register now for this great opportunity to build upon your engineering toolkit. Each session will have a question-and-answer period where our presenters will address your technical hurdles and architectural questions.

Even if you can’t attend the sessions, registering ensures that you will automatically receive a link to access the complete, recorded series on-demand to study at your own pace.