MongoDB.local San Francisco 2026 Morning General Session

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The day opens with MongoDB CEO CJ Desai sharing a builder’s perspective on what it really takes to ship fast and scale with confidence. From there, the session moves into the real decisions founder-developers and product teams face as they bring AI into their applications: how to move quickly without slowing teams down, how to put AI into production responsibly, and how to avoid a growing patchwork of tools as systems scale. Led by MongoDB’s senior AI and engineering leaders, the morning blends live demos with real technical depth — showing how teams build and operate AI-powered applications, and why a strong, flexible database foundation is essential as those applications grow. You’ll see how MongoDB connects AI capabilities directly to the operational data that powers real products. The session concludes with a forward-looking conversation between CJ Desai and Konstantin Bühler, exploring how builders and business leaders are navigating the next era of software — and what it takes to go from bold idea to real-world impact at scale.

00:00:00 Introduction: The Developer Database
00:01:51 Welcome to MongoDB.local San Francisco 2026
00:02:10 CJ Desai: The Spirit of Innovation in Silicon Valley
00:04:33 Why Software Stacks are Being Redefined by AI
00:07:33 Why the Document Model is Perfect for AI Applications
00:10:26 Anthropic on Scaling Research Data
00:13:04 Agentic Architecture
00:14:48 Announcing Voyage 4 Embedding Models
00:16:30 Live Demo: Semantic Search with Voyage 4 Large and Nano
00:22:57 From Idea to MVP: Building an AI Productivity Application
00:30:32 Managing Agent Memories with MongoDB Atlas
00:33:33 MongoDB Atlas Cluster and Schema Versioning Patterns
00:38:44 Scaling to the World: Security, Durability, and Availability
00:40:55 Isolating Vector Search Workloads with Dedicated Search Nodes
00:42:58 Predictive and Reactive Autoscaling in MongoDB Atlas
00:44:48 Horizontal Scaling with Native Resharding
00:51:00 Multi-cloud Clusters Across AWS, Azure, and Google Cloud
00:59:11 Guest: Konstantine Buhler (Sequoia Capital) on AI Investing
01:05:25 What VCs Look for in Daring AI Founders
01:12:07 The Rise of Artificial Specialized Intelligence (ASI)
01:23:22 Closing Remarks

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Видео MongoDB.local San Francisco 2026 Morning General Session канала MongoDB