@MongoDB: A legacy stack wasn’t going to power an AI-native future. https://mongodb.social/6011BEai8U founder Samantha McBride sh…
Summary
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.
View Cached Full Text
Cached at: 07/28/26, 06:32 AM
A legacy stack wasn’t going to power an AI-native future.
https://mongodb.social/6011BEai8U founder Samantha McBride shared how the team moved to MongoDB to build a more flexible, secure platform for financial services, making it easier to deploy AI agents without restructuring client data.
Learn how https://mongodb.social/6011BEai8U is building on MongoDB: https://mongodb.social/6012BEai8q
Similar Articles
@swyx: it was a blast covering Build Fest this year - they didnt know this but I learned to code with MongoDB over 10 years ag…
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.
@MongoDB: 10 years. Thousands of customer outcomes. One platform built for what’s next. As MongoDB Atlas reaches its 10-year mile…
MongoDB Atlas celebrates its 10-year milestone, highlighting customer success stories from Amadeus, Marsh, Toyota, and Cisco that demonstrate how the platform enables faster innovation, AI-readiness, and resilient applications.
@saameeey: https://x.com/saameeey/status/2062229308878581772
The article discusses how AI products require a new 'AI integration layer' to handle context retrieval, tool execution, model routing, and observability, and references Merge.dev's infrastructure for this purpose.
@tferriss: Kevin Ryan on the difficult journey of getting @MongoDB off the ground and having no revenue for 3+ years.
Kevin Ryan discusses the challenges of establishing MongoDB, including having no revenue for over three years.
@eglyman: Introducing Stack. The AI operating system that lets accounting firms take on more clients without hiring. Learns your …
Stack is an AI operating system for accounting firms that automates processes, enabling firms to take on more clients without hiring additional staff.