Routing note: For ambiguous user intents, use the shared clarification templates in references/intent-clarification.md.

Jobs

Deploy, schedule, and monitor TrueFoundry job runs. Two paths:

1. CLI (tfy apply) -- Write a YAML manifest and apply it. Works everywhere.
2. REST API (fallback) -- When CLI unavailable, use tfy-api.sh.

When to Use

• User asks "deploy a job", "create a job", "run a batch task"
• User asks "schedule a job", "run a cron job"
• User asks "show job runs", "list runs for my job"
• User asks "is my job running", "job status"
• User wants to check a specific job run
• Debugging a failed job run