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AI Agent Security & Engineering Blueprints

Deep-dive technical articles on OWASP LLM Top 10 mitigation, zero-trust privacy vaults, runtime circuit breakers, and enterprise agent security.

Featured BlueprintAgent Security•9 min read

Real-Time AI Agent Security Monitoring & Mitigating OWASP Top 10 for LLMs

Intercepting autonomous AI agent tool calls at the network layer: in-memory PII redaction, JIT human authorization gates, sliding-window runaway loop breakers, and real-time security monitoring in production.

Argate Security Research Team
Argate Security Research Team
Core Architecture & Threat Intelligence
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Prompt Security8 min read

Real-Time Prompt Injection and Jailbreak Defense: Sub-1.8ms Contextual Guardrail Architecture

Direct and indirect prompt injection attacks bypass conventional WAFs entirely. A deep technical dive into in-flight contextual inspection that stops adversarial prompts in 0.28ms before reaching production LLMs.

#Prompt Injection#Jailbreak Defense#AI Firewall
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Agent Governance8 min read

JIT Human-in-the-Loop Approval Gates for Autonomous AI Agents: Governing High-Impact Tool Executions

Prevent autonomous agents from executing destructive tool calls, unauthorized bank transfers, or schema drops. How asynchronous JIT approval gates bring enterprise governance to agentic workflows.

#Human in the Loop#JIT Approvals#Agent Governance
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AI Gateway & Infrastructure8 min read

Self-Hosted & Air-Gapped AI Gateway Architecture: Securing Local LLMs and Agents

Cloud AI proxies introduce compliance risks and unpredictable egress fees. A comprehensive technical guide to architecting a 100% air-gapped, self-hosted AI gateway on Kubernetes with sub-1.8ms overhead for vLLM, Ollama, and enterprise LLM clusters.

#Self-Hosted AI Gateway#Air-Gapped AI#vLLM Proxy
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Privacy & Compliance7 min read

Zero-Trust PII Masking and Data Privacy Vault for Enterprise LLMs & Agents

How bidirectional in-memory redaction enables banks, healthcare providers, and regulated enterprises to adopt LLM agents with zero data retention and strict compliance.

#PII Redaction#KVKK#GDPR
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Architecture6 min read

Mitigating AI Agent Runaway Loops & Infinite Execution at Sub-1.8ms Latency

When autonomous agents get caught in recursive hallucination loops, API bills explode within minutes. How sliding-window frequency analysis achieves $0 wasted token spend.

#Circuit Breaker#Cost Optimization#Sliding Window
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Agent Security9 min read

OWASP LLM Top 10 and Autonomous AI Agent Security: The 2026 Enterprise Defense Blueprint

As autonomous AI agents scale across enterprise infrastructure, conventional WAFs fall short. A deep technical guide to OWASP LLM Top 10 threats, prompt injection mitigation, and sub-1.8ms gateway defenses.

#OWASP LLM Top 10#Prompt Injection#Agent Governance
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