Systems | Development | Analytics | API | Testing

AI is only as good as the data it runs on. Confluent’s Sean Falconer dives into why AI wins start with data streaming—and shares best practices for building reliable systems.

What if your AI agent could reason like a data analyst and connect to all of your data? Meet Spotter 3, our new boundaryless analytics agent. This isn't just a search tool; it's a game-changer. Spotter 3 can: Stop guessing and start knowing. Watch now to see how Spotter 3 is providing deeper insights and more confidence for every decision.

Qlik’s new Table Recipe makes preparing data faster and easier than ever. In a familiar, spreadsheet-style interface, you can clean and transform data without writing a single line of code. Split fields, format dates, filter rows, and rename columns — all with a few clicks. Then, publish your recipe to generate clean, reusable datasets in QVD, CSV, or Parquet formats, and even schedule automatic refreshes. It’s a simple, powerful way to keep your analytics running on trusted, ready-to-use data.

Struggling with integration testing because of a Postgres database dependency? Testing can feel impossible when you need to replicate realistic data in Postgres. That’s where Speedscale’s Postgres Mocking Tool comes in. Speedscale drops a recorder into your live system, observes all Postgres traffic, and shows you the actual sequence of statements and responses—making it easier than ever to test reliably.