Patterns for Production AI Agents
Most teams building agents today are still figuring out what "production" actually means. Over the last 18 months, Mastra has worked with thousands of teams shipping agents — from SaaS companies embedding AI in their products to Fortune 500 platform teams triaging millions of alerts. In this webinar, Mastra CEO and Co-founder Sam Bhagwat shares the patterns that separate agents that demo well from agents that hold up under real users, real data, and real cost constraints.
What to expect
Sam will walk through a taxonomy of the three kinds of agents teams are actually building in production: customer-facing, internal, and developer platform. You'll hear how SaaS companies like Indeed are building personalized agents over proprietary data — and the cost optimization and accuracy challenges they hit during rollout. You'll see why large institutions are going off-book to find high-impact automation opportunities in clinical trials, government RFPs, and enterprise search across tens of thousands of employees. And you'll learn how platform engineering teams are wrapping Mastra into internal agent platforms — blessed paths that let hundreds of developers ship agents without reinventing primitives.
This isn't a tutorial or a product walkthrough. It's a direct look at what's working in production right now, drawn from real teams and real deployments. Whether you're evaluating where to place your first bet on agents or trying to scale what you've already built, you'll walk away with a clearer picture of where the opportunities are and what it takes to ship.
Hosted by
Alex Booker, Developer Experience, Mastra
Sam Bhagwat, CEO, Mastra
Recording and code examples will be available to everyone who registers.