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# Contributing to BACO
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Welcome! BACO (Bug Analysis & Cross-reference Orchestrator) is a research-backed SAST scanner that augments static analysis with LLM-powered discovery across a 23-phase pipeline. Sponsored by [Regolo.AI](https://regolo.ai), this project integrates techniques from 20 academic papers to detect vulnerabilities with higher accuracy than traditional tools.
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Welcome! BACO (Bug Analysis & Cross-reference Orchestrator) is a research-backed SAST scanner that augments static analysis with LLM-powered discovery across a 23-phase pipeline. Sponsored by [Regolo.AI](https://regolo.ai), this project integrates techniques from 31 academic papers to detect vulnerabilities with higher accuracy than traditional tools.
> **Note:** Phase order is defined in `PhaseGraph::new()` (src/scanner/pipeline/orchestrator.rs:28-53). This table is manually maintained and should be updated when that code changes.
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| 15 | AI Aggregation |`llm.phases.aggregation` (API key present) |
Copy file name to clipboardExpand all lines: docs/research-integration.md
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# Research-Backed Design
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Baco's LLM integration is informed by a survey of 36 papers from [Awesome-LLMs-for-Vulnerability-Detection](https://github.com/huhusmang/Awesome-LLMs-for-Vulnerability-Detection). This document details the 20 papers integrated into baco's architecture and what each contributes.
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Baco's LLM integration is informed by a survey of 36 papers from [Awesome-LLMs-for-Vulnerability-Detection](https://github.com/huhusmang/Awesome-LLMs-for-Vulnerability-Detection). This document details the 31 papers integrated into baco's architecture and what each contributes.
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## Scope
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This document covers the **20 papers already integrated** into baco's architecture — what each contributes, where it's wired in, and the config flag that enables it.
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This document covers the **31 papers already integrated** into baco's architecture — what each contributes, where it's wired in, and the config flag that enables it.
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