DeepZero is an automated vulnerability research pipeline engine, primarily targeting Windows kernel driver (BYOVD) analysis. It provides a highly concurrent, resumable orchestration framework where pipelines are defined declaratively in YAML. The engine supports stages: ingest, map (parallel analysis), reduce (aggregation), and bulk_map, with built-in fault tolerance, atomic state persistence, and live progress dashboards. It integrates external tools like Ghidra (headless decompilation), Semgrep (static analysis), LIEF (PE parsing), and LLM backends (LiteLLM, Claude Code) for exploitability assessment. The repository includes a full reference pipeline (loldrivers) and multiple language documentation sites. While primarily an application framework, it has strong data research characteristics due to its focus on binary corpus analysis and heuristic/AI assessment.