Custom Python Component Now Generally Available
The Custom Python component has been promoted from beta to General Availability (GA), marking it as production-ready with proven stability.
Tool Permissions — Stay in Control of What Kai Can Do
Kai now lets you decide exactly which tools require your approval before running, giving you full control over how Kai interacts with your project resources.
Keboola MCP Server Updates: v1.38–v1.48
A comprehensive roundup of MCP Server improvements from v1.38 to v1.48, including AI-powered flow scheduling, role-based access controls, job log fetching, smarter search, and significant performance improvements.
SSE Transport Deprecation — Migration to Streamable HTTP
We are announcing the deprecation of Server-Sent Events (SSE) transport for the MCP server, effective April 1, 2026, as we transition to stateless Streamable HTTP for improved scalability and reliability.
Temporary Change to Job Parallelism Defaults – Azure North Europe
Starting Tuesday, March 10, 2026 at ~12:00 UTC, we will run a temporary platform evaluation on the Azure North Europe stack related to job parallelism behavior. This change is part of ongoing work to modernize internal platform capabilities and align scheduling behavior across stacks.
Reminder: Orchestrations UI Deprecation - April 30, 2026
Orchestrations - the legacy UI for defining and running workflows - will be deprecated on April 30, 2026. After this date, the Orchestrations section will be removed from the UI.
Custom Instructions for Kai — Tailor Your AI Assistant to Your Team's Needs
You can now set custom instructions for Kai at both the project and user level, giving you full control over how Kai communicates and responds to your team's specific workflows and standards.
Maintenance: Conditional Flows Job processing update
We're improving how Conditional flow phases are processed internally. This is a no-downtime change rolled out per stack during low-traffic windows between March 10-16th, 2026.