Use Cases

Batch processing

Process many items concurrently with safe limits. - Demo: Parallel Agents

Ensemble voting

Run multiple models and select consensus/best. - Demo: Parallel Agents

Tool discovery at scale

Find the right tools across domains and keywords. - Demo: GitHub Operations

Cost optimization

Cache discovery and idempotent runs; avoid repeats. - Demo: Caching Deep Dive

Safe code execution

Run custom code with sandboxed builtins and timeouts. - Demo: Sandbox Execution

Rapid tool integration

Register new tools via decorators, templates, or YAML. - Demo: Adding Tools (3 Ways)