Task Planning compared to standard Agent workflows

Task planning comparison with standard agent workflows outlines the functional, behavioral, and interface differences between standard execution and enhanced, multi-step task planning modes.

The following table outlines the differences in agent performance and interface visibility when task planning is active compared to a standard workflow process:
Table 1. Comparison of standard and task planning workflows
Feature Standard workflows Enhanced workflows with task planning
Agent tools Limited to user-configured tools User tools augmented by 4 built-in to-do tools
Agent behaviour Direct task execution Initial planning followed by sequential execution
Runtime interface Displays thought stream only Displays thought stream along with an agent-specific To-Dos progress card
Visibility Visibility into model and tool calls Granular visibility into task breakdown and progress
Recommended use Basic, single-step requests Complex, multi-step tasks requiring progress tracking