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Silmaril
Founders
Silmaril is the world's first self-healing prompt injection defense for AI-native applications and agents. Unlike static guardrails that pattern-match known threats, Silmaril understands application context and execution outcomes, blocking 2x more attacks at 10x lower latency. It integrates with agentic frameworks like LangGraph and LangChain in just 5 lines of code, and continuously retrains on real-world attack data to autonomously defend against novel and emerging threats.
Company Founded in 2025
Articles about Silmaril

Self-Improving AI Security Firewall Tackles Runtime Threats

YC's Silmaril Debuts Self-Healing Defense Against AI Prompt Attacks

Silmaril's Self-Healing Defense Blocks AI Prompt Injection Attacks

AI's Top Security Flaw Gets New Defense as Agent Attacks Surge

YC's Silmaril Launches Self-Healing AI Security as Agent Attacks Surge