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‍After 10 days since launching the Keboola MCP (Model Context Protocol) Server, we've gathered the most common questions from our data community. This article combines practical answers with best practices inspired by successful AI-assisted development patterns, helping you get the most out of your AI-powered data workflows.

AI Needs All Your Data. Your ETL Vendor Is Charging You to Keep It Locked Away. In this post, we explore why legacy ETL pricing models are fundamentally misaligned with the demands of modern AI workloads.

The new ObjectRef data type helps to integrate unstructured data like images and audio into existing BigQuery tables.

At Xray, powered by Sembi, we believe the next era of software quality will be shaped by intelligence, not just automation. Today, we're proud to introduce Sembi IQ, Sembi’s new AI platform built to help QA, development, and security teams deliver better software, faster. Sembi IQ is designed to work across the entire Sembi portfolio, including Xray, infusing intelligence into the tools teams rely on daily. This isn’t just an add-on or a buzzword-driven initiative.

If you're a builder, you likely keep sending your LLM credentials on every request from your agents and applications. But if you operate in an enterprise environment, you'll want to store your credentials in a secure third-party like HashiCorp Vault or IDP provider and have the infrastructure inject the credentials for you dynamically.