@Realm_Security

Security Data Engineering For All

realm.security
Joined September 2024
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If your AI agent triages a vulnerability as "Safe," can you prove why? 🧵
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⏺️ The Audit: This creates a clear dashboard for CISOs and engineers, separating "Auto-Triaged" from "Needs Review". This approach transforms agent uncertainty from a liability into a specific request for expert review, ensuring no threats are silently dropped.
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Check out the full guide on connecting @pydantic AI schemas to OTEL observability: realm.security/embracing-unc…

Embracing Uncertainty with AI Agents: Vulnerability Assessment using Pydantic AI - Realm Security

In this blog, we show union-type structured output allows AI agents to handle uncertain outcomes, critical for auditable and accurate vulnerability triage.

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Specter
@SpecterHQJan 14
🏆 𝗧𝗼𝗽 𝟱 𝗖𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀 (🌟 Specter Rank) 1. @Realm_Security (#2)—Investors:@accomplice,+ 2. @Solvelyai (#14)—Investors:@canaan,+ 3. Vooma/@jessebucks (#65)—Investors:@craftventures,+ 4. @e6data (#68)—Investors:@accel,+ 5. @polydotapp (#70)—Investors:@bloombergbeta,+
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⚔️Blog from Realm Data Science: Security Monitoring for AIAgents and MCP 🔗realm.security/security-moni…
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