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## Key Capabilities
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Macaron supports:
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-**Attestation verification** for third-party and internal artifacts across major ecosystems like PyPI, npm, and Go, enabling automated provenance validation ([tutorial](https://oracle.github.io/macaron/pages/tutorials/npm_provenance.html)).
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-**Attestation verification** for third-party and internal artifacts across major ecosystems like PyPI, npm, and Go, enabling automated provenance validation ([tutorial](https://oracle.github.io/macaron/pages/tutorials/provenance.html)).
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-**Detection of malicious or suspicious packages** in popular ecosystems using customizable heuristics ([tutorial](https://oracle.github.io/macaron/pages/tutorials/detect_malicious_package.html), [blog post](https://blogs.oracle.com/developers/post/detecting-malicious-behavior-in-software-supply-chain-part-1)).
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-**Detection of vulnerable GitHub Actions**, which is increasingly important due to recent real-world incidents like [tj-actions/changed-files](https://www.cve.org/CVERecord?id=CVE-2025-30066) ([tutorial](https://oracle.github.io/macaron/pages/tutorials/detect_vulnerable_github_actions.html)).
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-**Reproducible build** through static analysis of build scripts. Macaron enables **rebuilding packages from source** and **comparing to released artifacts** to detect discrepancies, and therefore compromised workflows or artifacts ([paper](https://arxiv.org/pdf/2410.08427)).
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