Multi-turn customer-service tool use: look up a user, book or modify an order, and hold to the domain's policy across the conversation.

Quality, cost, and savings not yet measured

Command-line work in a container: inspect a filesystem, run shell commands, and read their output to drive a task to completion.

Quality, cost, and savings not yet measured

Repository-level bug fixing: read the failing test, navigate an unfamiliar codebase, and produce a patch that resolves the issue.

Quality, cost, and savings not yet measured