# Batch Sample Triage Pipelines

> Master high-volume malware triage. Learn to build concurrent, multi-stage Python pipelines integrating static, dynamic, and extraction tools at enterprise scale.

Canonical: https://codelivly.com/rooms/batch-sample-triage-pipelines
Last updated: 2026-09-21

| | |
|---|---|
| Level | Advanced |
| Category | Malware Analysis |
| Lessons | 3 |
| Estimated time | 30 min |
| XP | 100 |

This advanced module tackles the ultimate challenge in malware analysis automation: processing thousands of samples at enterprise scale. You will learn to architect robust, concurrent batch triage pipelines using Python's multiprocessing and concurrent.futures. The curriculum covers orchestrating multi-stage workflows (static parsing, YARA scanning, sandbox API submission, and config extraction), implementing resilient error handling for malformed files, and aggregating massive datasets into unified, actionable intelligence reports. By mastering batch pipelines, you will transform your analysis workflow from single-file processing to high-throughput, enterprise-grade threat hunting.

## Lessons

1. What Is a Triage Pipeline and Why Does It Matter (30 min)
2. Chaining Static Analysis Tools into a Workflow (30 min)
3. Guided Lab: Building an Automated Triage Pipeline for Bulk Samples (30 min)

## Related

- [Learning path: Scripting and Automation for Malware Analysis](https://codelivly.com/learning-paths/scripting-and-automation-for-malware-analysis)
- [All rooms](https://codelivly.com/rooms)