Newly released CVEs across every platform — sleek to read, verbose on demand, and served raw as markdown for AI and agent ingestion. Severity reads as depth: the deeper the contact, the graver the threat.
Depth = severity + exploitation
CVE-2026-41486HighRay: Remote Code Execution via Parquet Arrow Extension Type Deserialization
CVE-2026-27482Medium· 5.9Ray dashboard DELETE endpoints allow unauthenticated browser-triggered DoS (Serve shutdown / job deletion)
CVE-2025-34351CriticalRay's New Token Authentication is Disabled By Default
CVE-2025-62593CriticalCISA KEVPoCRay is an AI compute engine. Prior to version 2.52.0, developers working with Ray as a development tool can be exploited via a critical RCE vulnerability exploitable via Firefox and Safari. This vulnerability is due to an insufficient gu…
CVE-2025-1979Medium· 6.4ray vulnerable to Insertion of Sensitive Information into Log File
CVE-2023-48022Critical· 9.8PoCRay has arbitrary code execution via jobs submission API
CVE-2023-6019Critical· 9.8PoCRay OS Command Injection vulnerability
CVE-2023-6020Critical· 9.3PoCRay Missing Authorization vulnerability
CVE-2023-6021Critical· 9.3PoCRay Path Traversal vulnerability
A summary of everything that shipped over the last two weeks — the whole corpus is open, agents get change feeds, alias resolution and EPSS movers, and the data now includes CVE.org, vendor CSAF, aggregated exploits and per-source scores.
A step-by-step guide to plugging VulnSea into automated and agentic workflows — poll the delta, triage without burning tokens, match an SBOM, and let an MCP-native model do the reasoning.
CVE and 0day intelligence that reads like an instrument — built for analysts and AI agents alike. Here's what it does and where it's going.