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#ai-toolchain

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marimo rce credential-theft notebook-security vulnerability-disclosure websocket-security

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Security

CVE-2026-39987's 9-Hour Exploitation Window Exposes the Credential Gap at the Heart of AI Dev Infrastructure

CVE-2026-39987 gave attackers a root shell on Marimo in under 10 hours, targeting LLM API keys and AWS credentials that dev-grade notebook security routinely leaves exposed.
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