Six open Decision Models shipped in the 16 days after @typesafeai 's Jev: Laya, decider, Kev, GLiNER2.5-Decide, Strands Decider & Clef.
We ran Jev and seven open models on one Airflow job, deciding whether a failed task should retry or stop, using 400 errors from GitHub issues.
Hard-coding MCP server URLs and tokens in DAG files is how credentials end up in git.
MCPToolset in the Common AI @ApacheAirflow provider connects agent tasks to any MCP server through something Airflow already does well: Connections.
How it works:
🔌 Point an AgentOperator
Introducing ChatGPT Images 2.0
A state-of-the-art image model that can take on complex visual tasks and produce precise, immediately usable visuals, with sharper editing, richer layouts, and thinking-level intelligence.
Video made with ChatGPT Images