Grace Ableidinger and Sawyer Bowerman

A robotic hand reaching into a digital network on a blue background, symbolizing AI technology.

The last-mile problem in agentic AI: Why tool-calling reliability is harder than it looks

Red Hat developer advocates Grace Ableidinger and Sawyer Bowerman explain why silent tool-calling failures can undermine multistep AI agents even when model reasoning is sound.