WAIRZ is a web-based platform that leverages AI to assist in firmware reverse engineering and security assessment. It supports binary analysis, SBOM and CVE scanning, emulation, and integrates with MCP-compatible AI agents. Designed for security researchers and engineers.
WAIRZ is a LLM eval & observability product. It focuses on automating and simplifying firmware reverse engineering and security analysis using AI. WAIRZ is a B2B product aimed at firmware security researchers. The product ships for the web.
digitalandrew builds and maintains WAIRZ, and the product first shipped in 2026. The project is developed in the open on GitHub with 232 stars and 139 commits in the last 90 days. Among its 6 catalogued features are firmware upload, binary analysis, and security assessment. It exposes integrations via an MCP server.
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