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AptMQL-Bench proposes a coding-agent-driven, human-in-the-loop pipeline to convert the BIRD text-to-SQL benchmark into a MongoDB-native text-to-MQL benchmark via access-pattern-based schema design and lossless data migration, showing that existing mechanical conversions fail or degrade performance, and that even Claude OpOpus 4.5 only reaches 57.38-70.34% accuracy on the new task.
MongoDB interim CEO Ditty Cheria commented on Meta recruiting CJ Desai, reflecting the ongoing AI talent war among major tech companies.
Gergely Orosz comments on MongoDB's interim CEO CJ Desai leaving to join Meta just 10 months after taking the leadership role, questioning the executive's commitment given MongoDB's large workforce.
Cognition and MongoDB launched Devin for MongoDB Modernizations, integrating Devin's AI coding agent into MongoDB's Application Modernization Platform (AMP) to automate legacy code rewrites and data migration, reducing migration work from hours to just over an hour in early testing.
Tim Ferriss shares an interview with entrepreneur Kevin Ryan, discussing how to identify long-term trends and build successful companies, drawing from Ryan's experience with MongoDB, AlleyCorp, and other ventures.
Meta has hired CJ Desai, the former CEO of MongoDB, to lead their enterprise AI efforts as Chief Enterprise Platform Officer, reporting directly to Mark Zuckerberg.
MongoDB's CEO has resigned effective immediately to join Meta, leading to a 20% drop in MongoDB's stock price.
Kevin Ryan discusses the challenges of establishing MongoDB, including having no revenue for over three years.
MongoDB Atlas introduces auto-embedding, enabling databases to generate and manage embeddings internally for semantic search, eliminating the need for external services and improving data synchronization.
The tweet discusses the author's experience covering Build Fest and learning MongoDB, while highlighting MongoDB's new announcements for AI engineering, including Atlas Managed MCP Server and integrations with AI tools like Claude and ChatGPT.
Join LangChain, AWS, and MongoDB at the AWS Agentic AI Partner Showcase Extended in San Francisco to learn about building production-ready agentic AI systems with live demos and technical insights.
A developer building a production chatbot for a yoga studio (therapy, health coaching, booking) seeks advice on choosing between Llama 70B, GPT-OSS 120B, and Claude, and discusses memory architecture, latency, and cost tradeoffs for ~200 users on Groq/OpenRouter.
Samantha McBride's company migrated from a legacy stack to MongoDB to build a flexible financial services platform, enabling easier AI agent deployment without client data restructuring.
BaryGraph introduces a novel knowledge graph where every relationship is a first-class embedded document (BaryEdge) rather than an edge between nodes, enabling recursive abstraction triads that surface structural bridges between distant concepts. The preprint includes benchmarks showing structural metrics correlate with human similarity judgments better than cosine similarity alone.
The article discusses the performance of MongoDB's vector search capabilities, likely comparing it to other solutions or highlighting improvements for AI workloads.
A tutorial on optimizing MongoDB query performance using indexes, demonstrating how to identify slow queries, apply compound indexes, and manage them visually using the VisuaLeaf tool. The workflow covers query profiling, index recommendations, and common indexing mistakes.