Prerequisites
Shared Helper
Use this shell helper in local examples to avoid repeating headers.Resolve an Actor
Assess an IOC
Prioritize an Environment
Batch Entity Resolution
Use batch endpoints for independent items. Keep failed items separate from successful items in the final output.Python Notebook-style Flow
Production Notes
- Store API keys in a credential manager.
- Preserve
request_id,run_id, andstep_idin logs. - Use bearer tokens for runtime agents when possible.
- Bound batch sizes and result counts.
- Retry
429and transient5xxconservatively; do not retry validation or auth failures blindly.
