Systems | Development | Analytics | API | Testing

Before building an AI-powered real estate product, understand the data that will power it. In this episode of The Innovation Blueprint Podcast, Roman Havrylyuk of ORIL and David Lovins, CEO of The Warren Group, explore why understanding your data — where it comes from, how it’s structured, and how different datasets connect — should come before building AI solutions. The better you understand your data, the better equipped you are to build technology that delivers reliable, meaningful results.

Agents are easy to build and hard to measure. When your company runs hundreds or thousands of them, hand-written evals can’t keep up, and it’s unclear which agents are correct, efficient, and ready for users. In this conversation, Ryan Yackel, SVP of Product Marketing, and Andrew Demers, Product Manager for Agent Score at Tricentis Labs, explain how to measure agent quality, score agents automatically, and trace issues back to behavior.

One developer burned through 300 million AI tokens in a single week. The payoff was far less impressive. For Todd Trevillion, it's a striking example of what can happen when AI adoption outpaces the controls needed to manage it. And with autonomous AI agents beginning to make decisions on behalf of businesses, the stakes are getting higher.

Secure AI starts with securing the APIs underneath it. This session breaks down why APIs and MCPs are the control plane for AI apps and agents, where unmanaged API risk hides, and how security and platform teams can improve visibility, posture, runtime protection, and governance across production environments. KEY TAKEAWAYS TIMESTAMPS.

Access control doesn't have to create toil. In this 3-minute guide, we frame what it takes to streamline Kafka access requests -- reducing ticket overhead, cutting approval cycles, and giving your platform team back their week.

SwiftUI PhotosPicker tutorial: how to let people choose a photo in SwiftUI with PhotosPicker from PhotosUI, load it with loadTransferable(type:), and handle and log the errors when loading fails. PhotosPicker opens the system photo picker. People choose a photo, and your app gets only the items they pick. This Short shows the whole flow in a real iPhone app in the iOS Simulator, with the exact code.

Best app deployment platforms in 2026: the right one depends on what you ship. Here is the short list by use case, with the free-tier changes that make older lists out of date. THE SHORT LIST Frontend apps: Vercel or Netlify. Every Git push gets its own preview link. Full-stack apps and APIs: Render or Railway, with databases next to your app. Mobile backend: Firebase, with auth, real-time data and hosting. Already on AWS or Google Cloud: AWS Amplify or Google Cloud Run. Static sites: GitHub Pages and Cloudflare Pages host them for free.