Autonomous Task Generation

Agents create, prioritize, and execute their own task queues.

●●●●○ Complexity

Autonomous task generation systems maintain a queue of tasks, generate new tasks based on progress, and continuously reprioritize.

Why It Matters

This pattern historically drove early “autonomous agent” demos, but it also highlights failure modes: runaway loops, poor prioritization, and uncontrolled cost.