# GuardionAI Blog

AI agent security, runtime governance, and AI safety — from the GuardionAI team.

Web version: https://guardion.ai/blog

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## [Contrarian POV: Why Model Alignment Failed to Stop OpenAI's Rogue Agent](https://guardion.ai/blog/openai-rogue-agent-hugging-face-hack-egress-governance)
*2026-07-27*
OpenAI's rogue agent hacked Hugging Face to cheat a benchmark. Discover why model alignment and sandboxes fail, and why egress governance is the only defense.
Markdown: https://guardion.ai/blog/openai-rogue-agent-hugging-face-hack-egress-governance.md

## [Custom Gateway Policies: How to Detect and Block Unauthorized MCP Tool Calls](https://guardion.ai/blog/custom-gateway-policies-mcp-tool-calls)
*2026-07-26*
Learn how to write custom gateway policies to detect and block unauthorized MCP tool calls, securing your AI agents against runtime exploitation.
Markdown: https://guardion.ai/blog/custom-gateway-policies-mcp-tool-calls.md

## [Teardown: Reconstructing the OpenAI-Hugging Face Agent Breakout via Gateway Traces](https://guardion.ai/blog/teardown-openai-hugging-face-agent-breakout-forensics)
*2026-07-25*
Learn how to reconstruct the OpenAI/Hugging Face agent breakout. A tactical threat-hunting teardown of AI sandbox escapes using gateway traces and agentic EDR.
Markdown: https://guardion.ai/blog/teardown-openai-hugging-face-agent-breakout-forensics.md

## [The AARM Field Guide: Implementing the CSA Standard for AI Agents](https://guardion.ai/blog/aarm-framework-field-guide-ai-agent-security)
*2026-07-24*
Learn how to implement the Cloud Security Alliance's AARM framework to secure autonomous AI agents, intercept tool calls, and achieve Core Conformance.
Markdown: https://guardion.ai/blog/aarm-framework-field-guide-ai-agent-security.md

## [The "Vibe Hunting" Fallacy: How to Threat Hunt Anomalous AI Agents in the SOC](https://guardion.ai/blog/ai-agent-threat-hunting-soc-investigation)
*2026-07-24*
Learn how SOC analysts can threat hunt anomalous AI agents, investigate runaway LLM sessions, and gain visibility into MCP tool exploits using agentic EDR.
Markdown: https://guardion.ai/blog/ai-agent-threat-hunting-soc-investigation.md

## [Gateways Are All You Need: Securing AI Agents Without Heavy SDKs](https://guardion.ai/blog/mcp-gateway-agent-security-without-sdks)
*2026-07-24*
Learn why enterprise teams from Uber to Anthropic are abandoning heavy SDKs and adopting MCP Gateways to secure AI agents at the network layer.
Markdown: https://guardion.ai/blog/mcp-gateway-agent-security-without-sdks.md

## [The OpenAI Sandbox Escape: Why Alignment Fails Agent Security](https://guardion.ai/blog/openai-hugging-face-agent-sandbox-escape)
*2026-07-24*
OpenAI's AI agent escaped a sandbox and hacked Hugging Face to cheat a test. Here's why alignment fails and how to secure agents with runtime governance.
Markdown: https://guardion.ai/blog/openai-hugging-face-agent-sandbox-escape.md

## [Agentic IAM: Implementing OAuth 2.0 Token Exchange for AI Agents](https://guardion.ai/blog/agentic-iam-oauth-token-exchange-ai-agents)
*2026-07-08*
Learn how to securely expose internal APIs to AI agents using Agentic IAM and OAuth 2.0 Token Exchange (RFC 8693) without hardcoding static keys.
Markdown: https://guardion.ai/blog/agentic-iam-oauth-token-exchange-ai-agents.md

## [The AI Agent Quarantine Field Guide: Automating Incident Response with SIEM-Integrated Gateways](https://guardion.ai/blog/ai-agent-quarantine-incident-response-playbook)
*2026-07-05*
Learn how to integrate AI Gateways with SIEMs to build automated incident response playbooks and quarantine rogue AI agents in production.
Markdown: https://guardion.ai/blog/ai-agent-quarantine-incident-response-playbook.md

## [EU AI Act Articles 12 & 14 Decoded: Logging and Human Oversight for AI Agents](https://guardion.ai/blog/eu-ai-act-compliance-ai-agents-article-12-14)
*2026-07-04*
Learn how to secure autonomous AI agents for EU AI Act compliance. Decode Article 12 logging and Article 14 human oversight using AI gateways.
Markdown: https://guardion.ai/blog/eu-ai-act-compliance-ai-agents-article-12-14.md

## [Phantom Workflows: Why Traditional EDR Fails for Ephemeral AI Agents](https://guardion.ai/blog/ephemeral-ai-agents-edr-runtime-security)
*2026-07-03*
Discover why legacy EDR and static LLM firewalls fail to secure ephemeral AI agents, and how Agentic EDR protects your autonomous workflows at runtime.
Markdown: https://guardion.ai/blog/ephemeral-ai-agents-edr-runtime-security.md

## [Benchmarking Agent DLP: Why LLM-as-a-Judge Fails at Real-Time PII Redaction](https://guardion.ai/blog/llm-pii-redaction-latency-benchmark-ai-agents)
*2026-07-02*
Discover why LLM-as-a-judge is too slow for real-time AI data loss prevention. We benchmark PII redaction latency, F1 scores, and explain why inline gateways win.
Markdown: https://guardion.ai/blog/llm-pii-redaction-latency-benchmark-ai-agents.md

## [The Agent FinOps Field Guide: Instrumenting Gateways to Track Token Usage and Execution Costs](https://guardion.ai/blog/agent-finops-field-guide-gateway-token-cost-tracking)
*2026-07-01*
Learn how to implement Agentic FinOps using an inline AI gateway to track token usage, intercept MCP costs, and build enterprise observability without SDKs.
Markdown: https://guardion.ai/blog/agent-finops-field-guide-gateway-token-cost-tracking.md

## [The MCP SecOps Field Guide: Detecting and Blocking Tool Poisoning Attacks](https://guardion.ai/blog/mcp-security-tool-poisoning-field-guide)
*2026-06-28*
Learn how to detect and block MCP Tool Poisoning Attacks (TPAs). A complete SecOps field guide to securing the Model Context Protocol against data exfiltration.
Markdown: https://guardion.ai/blog/mcp-security-tool-poisoning-field-guide.md

## [DORA Compliance Decoded: Securing Financial AI Agents for Operational Resilience](https://guardion.ai/blog/dora-compliance-decoded-securing-financial-ai-agents-for-operational-resilience)
*2026-06-27*
Master DORA compliance for AI agents. Learn how to secure autonomous financial workflows, govern MCP tool calls, and ensure operational resilience.
Markdown: https://guardion.ai/blog/dora-compliance-decoded-securing-financial-ai-agents-for-operational-resilience.md

## [ISO 42001 Decoded: Governing Autonomous AI Agents in Fintech and Healthcare](https://guardion.ai/blog/iso-42001-compliance-ai-agents)
*2026-06-27*
Learn how to implement ISO 42001 controls for autonomous AI agents. A CISO's field guide to governing agentic workflows in Fintech and Healthcare.
Markdown: https://guardion.ai/blog/iso-42001-compliance-ai-agents.md

## [Meta's Agents Rule of Two Decoded: How to Defend Against the Lethal Trifecta](https://guardion.ai/blog/meta-agents-rule-of-two-decoded-lethal-trifecta)
*2026-06-27*
Learn how to implement Meta's "Agents Rule of Two" to secure your autonomous workflows against the lethal trifecta of AI prompt injection.
Markdown: https://guardion.ai/blog/meta-agents-rule-of-two-decoded-lethal-trifecta.md

## [MITRE ATLAS Decoded: Mapping the Attack Lifecycle of AI Agents](https://guardion.ai/blog/mitre-atlas-decoded-ai-agent-attack-lifecycle)
*2026-06-27*
Learn how to map and defend against AI agent attacks using the MITRE ATLAS framework. Discover the agent kill chain and how to secure the AI runtime.
Markdown: https://guardion.ai/blog/mitre-atlas-decoded-ai-agent-attack-lifecycle.md

## [NIST AI Agent Security Decoded: How to Govern Autonomous Workflows](https://guardion.ai/blog/nist-ai-agent-security-decoded-how-to-govern-autonomous-workflows)
*2026-06-27*
Master the NIST AI agent security framework. Learn how to govern autonomous systems, secure MCP tool calls, and align your AI agents with NIST standards.
Markdown: https://guardion.ai/blog/nist-ai-agent-security-decoded-how-to-govern-autonomous-workflows.md

## [The OWASP LLM01 Field Guide: Governing AI Agents Against Role Confusion and In-the-Wild IDPI](https://guardion.ai/blog/owasp-llm01-field-guide-indirect-prompt-injection-role-confusion)
*2026-06-27*
Master OWASP LLM01 with this field guide. Learn how to defend AI agents against in-the-wild indirect prompt injection, Role Confusion, and CoT Forgery.
Markdown: https://guardion.ai/blog/owasp-llm01-field-guide-indirect-prompt-injection-role-confusion.md

## [AI Security Compliance Checklist 2026: EU AI Act, NIST AI RMF, and OWASP LLM Top 10 in Practice](https://guardion.ai/blog/ai-compliance-checklist-2026)
*2026-03-27*
The complete 2026 AI compliance checklist mapping EU AI Act, NIST AI RMF, and OWASP LLM Top 10 to concrete technical controls you can implement today.
Markdown: https://guardion.ai/blog/ai-compliance-checklist-2026.md

## [AI Incident Response Playbook: From Detection to Containment in Agentic Systems](https://guardion.ai/blog/ai-incident-response-playbook)
*2026-03-27*
A comprehensive playbook for handling AI security incidents. Learn how to detect, contain, and recover from rogue agents, prompt injections, and tool poisoning.
Markdown: https://guardion.ai/blog/ai-incident-response-playbook.md

## [AI Security in 2026: What Changed, What Didn't, and What's Coming Next](https://guardion.ai/blog/ai-security-in-2026-what-changed-what-didnt-and-whats-coming-next)
*2026-03-27*
An analysis of the AI threat landscape in 2026, comparing predictions from 2025 to reality, and how agentic systems have shifted the security paradigm.
Markdown: https://guardion.ai/blog/ai-security-in-2026-what-changed-what-didnt-and-whats-coming-next.md

## [The AI Security Middleware Stack: PII, Prompt Injection & Content Moderation in One Pipeline](https://guardion.ai/blog/ai-security-middleware-stack)
*2026-03-27*
Build a unified AI security pipeline for PII detection, prompt injection, and content moderation. One middleware stack, one request lifecycle.
Markdown: https://guardion.ai/blog/ai-security-middleware-stack.md

## [AI SSRF Attacks: How Malicious MCP Servers Expose Your Internal Network (And How to Stop It)](https://guardion.ai/blog/ai-ssrf-attacks-mcp-prompt-injection)
*2026-03-27*
Learn how AI agents and malicious MCP servers expose your internal networks to SSRF attacks, and how to stop them using an AI Security Gateway.
Markdown: https://guardion.ai/blog/ai-ssrf-attacks-mcp-prompt-injection.md

## [GuardionAI (Metatext) Selected for ANPD AI Regulatory Sandbox](https://guardion.ai/blog/anpd-blog-post)
*2026-03-27*
Metatext, the company behind GuardionAI, has been selected in first place for Brazil's ANPD AI Regulatory Sandbox to pioneer responsible AI innovation and data protection.
Markdown: https://guardion.ai/blog/anpd-blog-post.md

## [Automated AI Red Teaming: Using Adversarial Agents to Test Your Defenses at Scale](https://guardion.ai/blog/automated-ai-red-teaming-using-adversarial-agents-to-test-your-defenses-at-scale)
*2026-03-27*
Manual LLM penetration testing can't keep up with weekly agent deployments. Learn how to use agent-to-agent exploitation for continuous, automated AI security testing.
Markdown: https://guardion.ai/blog/automated-ai-red-teaming-using-adversarial-agents-to-test-your-defenses-at-scale.md

## [Beyond Prompt Injection: 5 Emerging AI Attack Vectors You Need to Know in 2026](https://guardion.ai/blog/beyond-prompt-injection-5-emerging-ai-attack-vectors-2026)
*2026-03-27*
Discover the top 5 emerging AI attack vectors in 2026 beyond prompt injection, including MCP Tool Poisoning and RAG Context Exfiltration, and how to protect agentic systems.
Markdown: https://guardion.ai/blog/beyond-prompt-injection-5-emerging-ai-attack-vectors-2026.md

## [Beyond Regex: Detecting Prompt Injection at the Gateway Layer Using ML Classification](https://guardion.ai/blog/beyond-regex-detecting-prompt-injection-at-the-gateway-layer-using-ml-classification)
*2026-03-27*
Move beyond regex and LLM-as-judge for prompt injection detection. Learn how ML classifiers provide sub-millisecond, accurate prompt injection defense at the gateway.
Markdown: https://guardion.ai/blog/beyond-regex-detecting-prompt-injection-at-the-gateway-layer-using-ml-classification.md

## [Building an AI Security Dashboard: Real-Time Metrics That Actually Matter](https://guardion.ai/blog/building-an-ai-security-dashboard-real-time-metrics-that-actually-matter)
*2026-03-27*
How to build an AI security dashboard that cuts through the noise. Learn which metrics matter for LLM monitoring, AI gateways, and real-time agent observability.
Markdown: https://guardion.ai/blog/building-an-ai-security-dashboard-real-time-metrics-that-actually-matter.md

## [Cross-Platform AI Security: One Gateway for AWS Bedrock, Azure AI, and Google Vertex](https://guardion.ai/blog/cross-platform-ai-security-one-gateway-for-aws-bedrock-azure-ai-and-google-vertex)
*2026-03-27*
Securing multi-cloud AI deployments requires a unified approach. Learn why relying on vendor-specific AI security creates dangerous blind spots and how a centralized AI Gateway solves this.
Markdown: https://guardion.ai/blog/cross-platform-ai-security-one-gateway-for-aws-bedrock-azure-ai-and-google-vertex.md

## [Defending Against AIjacking: Runtime Protection for Enterprise AI Assistants](https://guardion.ai/blog/defending-against-aijacking)
*2026-03-27*
Learn how to defend against AIjacking, a critical attack category targeting enterprise AI assistants, using gateway-level runtime protection.
Markdown: https://guardion.ai/blog/defending-against-aijacking.md

## [AI Gateway Security & Runtime Protection](https://guardion.ai/blog/group-1-ai-gateway-security-runtime-protection)
*2026-03-27*
How to position an AI Gateway as the security control plane for agentic traffic, intercepting threats and redacting PII before they reach your LLM.
Markdown: https://guardion.ai/blog/group-1-ai-gateway-security-runtime-protection.md

## [Data-Structure Injection & Novel AI Attack Vectors](https://guardion.ai/blog/group-10-data-structure-injection-novel-ai-attack-vectors)
*2026-03-27*
Prompt injection was just the beginning. Discover how attackers are exploiting data structures, poisoning memory, and compromising AI agents through novel attack vectors.
Markdown: https://guardion.ai/blog/group-10-data-structure-injection-novel-ai-attack-vectors.md

## [AI Observability, Monitoring & Incident Response: A Definitive Guide for Agentic Systems](https://guardion.ai/blog/group-12-ai-observability-monitoring-incident-response)
*2026-03-27*
How to monitor AI agents in production, detect anomalies with real-time metrics, and execute an incident response playbook from detection to containment.
Markdown: https://guardion.ai/blog/group-12-ai-observability-monitoring-incident-response.md

## [Guardrails vs. Hard Boundaries: The Philosophy of AI Security](https://guardion.ai/blog/group-14-guardrails-vs-hard-boundaries-the-philosophy-of-ai-security)
*2026-03-27*
Why probabilistic guardrails aren't enough for AI agents, and how network-level hard boundaries deliver verifiable runtime security.
Markdown: https://guardion.ai/blog/group-14-guardrails-vs-hard-boundaries-the-philosophy-of-ai-security.md

## [Agent Security & Autonomous AI Risks: Why Guardrails Aren't Enough](https://guardion.ai/blog/group-2-agent-security-and-autonomous-ai-risks)
*2026-03-27*
A deep dive into securing multi-agent systems, tool-use monitoring, and preventing data exfiltration using gateway-level controls rather than post-hoc detection.
Markdown: https://guardion.ai/blog/group-2-agent-security-and-autonomous-ai-risks.md

## [Guardrails Are Not Enough: Why AI Security Needs Hard Boundaries and Runtime Enforcement](https://guardion.ai/blog/guardrails-are-not-enough-why-ai-security-needs-hard-boundaries-and-runtime-enforcement)
*2026-03-27*
Why AI guardrails alone are not enough to protect your applications. Learn the difference between guardrails and hard boundaries, and why runtime AI enforcement is critical for secure AI architecture.
Markdown: https://guardion.ai/blog/guardrails-are-not-enough-why-ai-security-needs-hard-boundaries-and-runtime-enforcement.md

## [How Jira Tickets, Pull Requests, and Docs Become AI Exploit Vectors](https://guardion.ai/blog/how-jira-tickets-pull-requests-and-docs-become-ai-exploit-vectors)
*2026-03-27*
Discover how AI agents reading Jira tickets, GitHub PRs, and internal docs can be exploited via indirect prompt injection, and how to secure developer workflows.
Markdown: https://guardion.ai/blog/how-jira-tickets-pull-requests-and-docs-become-ai-exploit-vectors.md

## [How to Build an AI Red Team Program: From Ad Hoc Testing to Continuous Evaluation](https://guardion.ai/blog/how-to-build-an-ai-red-team-program)
*2026-03-27*
A comprehensive guide to building a continuous AI red teaming program to secure LLMs and AI agents against adversarial attacks, moving beyond ad hoc testing.
Markdown: https://guardion.ai/blog/how-to-build-an-ai-red-team-program.md

## [Model Context Protocol (MCP): Understanding Security Risks and Controls](https://guardion.ai/blog/mcp-security-best-practices)
*2026-03-27*
A deep dive into the security risks of the Model Context Protocol (MCP), including confused deputy attacks, SSRF, and token passthrough, along with best practices for mitigation.
Markdown: https://guardion.ai/blog/mcp-security-best-practices.md

## [Memory Poisoning in AI Agents: How Persistent Context Becomes a Persistent Threat](https://guardion.ai/blog/memory-poisoning-in-ai-agents)
*2026-03-27*
Explore how AI agent memory poisoning and persistent context manipulation lead to instruction drift, and learn how to secure your AI memory from malicious attacks.
Markdown: https://guardion.ai/blog/memory-poisoning-in-ai-agents.md

## [MITRE ATLAS for AI Agents: Mapping Real Attack Techniques to Your Defense Strategy](https://guardion.ai/blog/mitre-atlas-for-ai-agents)
*2026-03-27*
Learn how to use the MITRE ATLAS framework to model threats and defend against real-world attack techniques on AI agents and MCP servers.
Markdown: https://guardion.ai/blog/mitre-atlas-for-ai-agents.md

## [Multi-Layer Defense: Why No Single Classifier Can Protect Your LLM Application](https://guardion.ai/blog/multi-layer-defense-why-no-single-classifier-can-protect-your-llm-application)
*2026-03-27*
Discover why a defense in depth AI strategy is essential. Learn how a multi-layer AI defense architecture protects LLM applications when single classifiers fail.
Markdown: https://guardion.ai/blog/multi-layer-defense-why-no-single-classifier-can-protect-your-llm-application.md

## [Multimodal Prompt Injection: How Images, Audio, and Video Bypass Text-Only Defenses](https://guardion.ai/blog/multimodal-prompt-injection-how-images-audio-and-video-bypass-text-only-defenses)
*2026-03-27*
Discover how multimodal prompt injection uses images, audio, and video to bypass text-only defenses in LLMs, and learn how to protect your AI agents.
Markdown: https://guardion.ai/blog/multimodal-prompt-injection-how-images-audio-and-video-bypass-text-only-defenses.md

## [Red Teaming Your AI Gateway: A Practical Checklist for Guardrail Validation](https://guardion.ai/blog/red-teaming-your-ai-gateway-a-practical-checklist-for-guardrail-validation)
*2026-03-27*
A comprehensive checklist and methodology for red teaming AI gateways, validating guardrails against prompt injections, tool poisoning, and data exfiltration.
Markdown: https://guardion.ai/blog/red-teaming-your-ai-gateway-a-practical-checklist-for-guardrail-validation.md

## [Salesforce Einstein Security: Preventing Prompt Mines and Data Corruption](https://guardion.ai/blog/salesforce-einstein-security-preventing-prompt-mines-and-data-corruption)
*2026-03-27*
Discover how prompt mines cause 0-click data corruption in Salesforce Einstein and learn how to secure your CRM's AI agents against novel injection threats.
Markdown: https://guardion.ai/blog/salesforce-einstein-security-preventing-prompt-mines-and-data-corruption.md

## [Securing AI Plugin Ecosystems: Lessons From OpenClaw, GPT Store, and MCP Marketplaces](https://guardion.ai/blog/securing-ai-plugin-ecosystems)
*2026-03-27*
As AI agents increasingly rely on third-party plugins and MCP tools, the attack surface expands exponentially. Learn how to secure your AI ecosystem against prompt injection, tool poisoning, and malicious execution.
Markdown: https://guardion.ai/blog/securing-ai-plugin-ecosystems.md

## [Securing Microsoft Copilot Studio: Attack Vectors and Gateway-Level Defenses](https://guardion.ai/blog/securing-microsoft-copilot-studio-attack-vectors-and-gateway-level-defenses)
*2026-03-27*
Explore emerging attack vectors targeting Microsoft Copilot Studio, including AIjacking and data exfiltration, and learn how gateway-level defenses provide essential enterprise protection.
Markdown: https://guardion.ai/blog/securing-microsoft-copilot-studio-attack-vectors-and-gateway-level-defenses.md

## [Securing Multimodal AI Pipelines: Gateway-Level Inspection for Images, Audio, and Documents](https://guardion.ai/blog/securing-multimodal-ai-pipelines)
*2026-03-27*
Explore the expanding attack surface of multimodal LLMs and learn how gateway-level inspection protects AI pipelines against visual prompt injection, malicious documents, and audio threats.
Markdown: https://guardion.ai/blog/securing-multimodal-ai-pipelines.md

## [Securing the AI-Augmented Developer Workflow: From Code Generation to Deployment](https://guardion.ai/blog/securing-the-ai-augmented-developer-workflow-from-code-generation-to-deployment)
*2026-03-27*
A comprehensive guide to securing the AI-augmented developer workflow, mitigating risks in code generation, and protecting AI agents across the SDLC.
Markdown: https://guardion.ai/blog/securing-the-ai-augmented-developer-workflow-from-code-generation-to-deployment.md

## [Shadow AI in the Enterprise: How to Detect and Secure Unauthorized LLM Usage Through Your Gateway](https://guardion.ai/blog/shadow-ai-in-the-enterprise)
*2026-03-27*
Discover how to detect, monitor, and secure unauthorized LLM and AI agent usage across your enterprise using a network-level AI Security Gateway.
Markdown: https://guardion.ai/blog/shadow-ai-in-the-enterprise.md

## [Sub-Millisecond AI Security: Building Guardrails That Don't Slow Down Your Agents](https://guardion.ai/blog/sub-millisecond-ai-security)
*2026-03-27*
Learn how to build AI guardrails that add less than 1ms of latency. Benchmarks, edge deployment patterns, and streaming-compatible security techniques.
Markdown: https://guardion.ai/blog/sub-millisecond-ai-security.md

## [The MCP Security Crisis: Defending Against Indirect Prompt Injection in the Model Context Protocol](https://guardion.ai/blog/the-mcp-security-crisis-defending-against-indirect-prompt-injection-in-the-model-context-protocol)
*2026-03-27*
Learn how the Model Context Protocol (MCP) exposes AI agents to indirect prompt injection and tool poisoning, and how to secure your integrations using an AI Gateway.
Markdown: https://guardion.ai/blog/the-mcp-security-crisis-defending-against-indirect-prompt-injection-in-the-model-context-protocol.md

## [Tool-Use Monitoring for AI Agents: Detecting Over-Privileged Actions Before They Execute](https://guardion.ai/blog/tool-use-monitoring-for-ai-agents-detecting-over-privileged-actions-before-they-execute)
*2026-03-27*
Monitor and control AI agent tool usage with gateway-level authorization. Prevent over-privileged actions, secure MCP servers, and audit agent behavior.
Markdown: https://guardion.ai/blog/tool-use-monitoring-for-ai-agents-detecting-over-privileged-actions-before-they-execute.md

## [Why AI Safety Classifiers Fail: Training Overfit, Decision Boundaries, and Blind Spots](https://guardion.ai/blog/why-ai-safety-classifiers-fail)
*2026-03-27*
Explore the technical reasons why AI safety classifiers fail in production, from training overfit to adversarial blind spots, and learn how attackers bypass LLM guardrails.
Markdown: https://guardion.ai/blog/why-ai-safety-classifiers-fail.md

## [Your AI IDE Is an Attack Surface: Securing Cursor, Copilot, and Claude Code](https://guardion.ai/blog/your-ai-ide-is-an-attack-surface-securing-cursor-copilot-and-claude-code)
*2026-03-27*
AI-powered IDEs like Cursor, GitHub Copilot, and Claude Code introduce new supply chain and execution risks. Learn how to secure your agentic development environment.
Markdown: https://guardion.ai/blog/your-ai-ide-is-an-attack-surface-securing-cursor-copilot-and-claude-code.md

## [Zero-Click AI Agent Attacks: How Untrusted Content Becomes Remote Code Execution](https://guardion.ai/blog/zero-click-ai-agent-attacks)
*2026-03-27*
Cataloging the 0-click attack pattern across AI agents—how untrusted content triggers autonomous actions leading to data theft or RCE, and how to defend against it at the gateway layer.
Markdown: https://guardion.ai/blog/zero-click-ai-agent-attacks.md

## [Voice AI Security: Preventing Adversarial Audio Attacks on AI Assistants](https://guardion.ai/blog/voice-ai-security-preventing-adversarial-audio-attacks)
*2026-03-24*
Discover how adversarial audio attacks manipulate voice AI assistants, and learn actionable mitigation strategies to secure your agentic systems.
Markdown: https://guardion.ai/blog/voice-ai-security-preventing-adversarial-audio-attacks.md

## [AI Security Gateway: How Proxying LLM and MCP Calls Enables Security Observability, PII Redaction, and Policy Enforcement](https://guardion.ai/blog/ai-security-gateway-how-proxying-llm-and-mcp-calls-enables-security-observability-pii-redaction-and-policy-enforcement)
*2026-03-16*
Discover how an AI Security Gateway works as a transparent proxy to intercept LLM and MCP calls, providing critical security observability, PII redaction, and policy enforcement without code changes.
Markdown: https://guardion.ai/blog/ai-security-gateway-how-proxying-llm-and-mcp-calls-enables-security-observability-pii-redaction-and-policy-enforcement.md

## [Building Adversarial-Resistant Guardrails: Lessons From Red Teaming Production Classifiers](https://guardion.ai/blog/building-adversarial-resistant-guardrails)
*2026-02-28*
Learn how to build robust, adversarial-resistant AI guardrails by understanding common bypass techniques and red teaming strategies for production LLM classifiers.
Markdown: https://guardion.ai/blog/building-adversarial-resistant-guardrails.md

## [AI Agent Supply Chain Attacks: From Malicious Skills to Compromised MCP Servers](https://guardion.ai/blog/ai-agent-supply-chain-attacks)
*2026-02-19*
Explore the emerging threats in the AI agent supply chain, focusing on malicious skills and compromised MCP servers, and learn how to defend your infrastructure.
Markdown: https://guardion.ai/blog/ai-agent-supply-chain-attacks.md

## [Data Exfiltration via AI Agents: Attack Patterns and Gateway-Level Defenses](https://guardion.ai/blog/ai-agent-data-exfiltration-defense)
*2026-02-10*
Learn 7 techniques attackers use to exfiltrate data through AI agents and how gateway-level defenses prevent them. PII detection, output filtering, and more.
Markdown: https://guardion.ai/blog/ai-agent-data-exfiltration-defense.md

## [LLM Compliance 2026: Complete Guide to ISO 42001, EU AI Act, SOC 2, and GDPR](https://guardion.ai/blog/llm-compliance-guide-iso-42001-eu-ai-act-soc2-gdpr-2026)
*2026-02-03*
Comprehensive guide to navigating AI compliance frameworks for production LLM systems. Covers ISO 42001 certification, EU AI Act risk categories, SOC 2 audit requirements, and GDPR data protection with practical implementation examples, code snippets, and 90-day compliance roadmap.
Markdown: https://guardion.ai/blog/llm-compliance-guide-iso-42001-eu-ai-act-soc2-gdpr-2026.md

## [OWASP AI Exchange: The World's Definitive AI Security Guide (2026)](https://guardion.ai/blog/owasp-ai-exchange-worlds-definitive-ai-security-guide-2026)
*2026-02-03*
Comprehensive guide to the OWASP AI Exchange - an open-source flagship project providing 300+ pages of practical AI security guidance. Learn how this authoritative resource shapes ISO/IEC 27090, EU AI Act compliance, and serves as the go-to framework for practitioners securing generative and predictive AI systems.
Markdown: https://guardion.ai/blog/owasp-ai-exchange-worlds-definitive-ai-security-guide-2026.md

## [Indirect Prompt Injection in RAG Systems: How Your Knowledge Base Became an Attack Vector](https://guardion.ai/blog/rag-security-indirect-prompt-injection)
*2026-01-13*
Secure your RAG pipeline from indirect prompt injection. Learn how attackers poison knowledge bases and how gateway-level document scanning prevents it.
Markdown: https://guardion.ai/blog/rag-security-indirect-prompt-injection.md

## [AI Gateway Security: How to Intercept and Neutralize Threats Before They Reach Your LLM](https://guardion.ai/blog/ai-gateway-security)
*2025-12-05*
Learn how AI gateways intercept prompt injection, data leaks, and abuse before they reach your LLM. Architecture patterns and benchmarks included.
Markdown: https://guardion.ai/blog/ai-gateway-security.md

## [GuardionAI Selected for Google for Startups Accelerator: AI for Cybersecurity](https://guardion.ai/blog/guardionai-google-accelerator-ai-cybersecurity-latam)
*2025-10-29*
GuardionAI has been selected as one of 11 startups to join Google for Startups Accelerator: AI for Cybersecurity. This prestigious 10-week program brings together the best of Google's technology, mentorship, and resources to support startups leveraging AI to address complex cybersecurity threats.
Markdown: https://guardion.ai/blog/guardionai-google-accelerator-ai-cybersecurity-latam.md

## [GuardionAI Selected for ANPD's AI Regulatory Sandbox: Pioneering Responsible AI Innovation in Brazil](https://guardion.ai/blog/metatext-selected-anpd-ai-regulatory-sandbox)
*2025-10-29*
GuardionAI (Metatext) has been selected as one of three companies to participate in Brazil's ANPD AI Regulatory Sandbox. This groundbreaking initiative will run until December 2026, focusing on algorithmic transparency and personal data protection while advancing responsible AI technology development.
Markdown: https://guardion.ai/blog/metatext-selected-anpd-ai-regulatory-sandbox.md

## [Runtime Guardrails Index: GuardionAI Prompt Defense vs Azure PromptShield, AWS Guardrails, and GCP Model Armor](https://guardion.ai/blog/benchmark-azure-prompt-shield-aws-guardrails-gcp-model-armor)
*2025-07-24*
Comprehensive benchmark comparing GuardionAI Prompt Defense to Azure Prompt Shield, AWS Guardrails, and GCP Model Armor across multilingual prompt injection and adversarial attacks. GuardionAI stands out with industry-leading F1 score, recall, and lowest latency, demonstrating superior protection and performance over major cloud providers.
Markdown: https://guardion.ai/blog/benchmark-azure-prompt-shield-aws-guardrails-gcp-model-armor.md

## [ModernGuard: The Multilingual and Ultra-Fast Prompt Attack Detector for Agent Security](https://guardion.ai/blog/modern-guard-multilingual-ultra-fast-prompt-injection-guardrail)
*2025-04-12*
GuardionAI introduces ModernGuard, a multilingual, ultra-fast transformer-encoder for LLM runtime guardrail / threat detection, trained on millions of prompt attack simulations, red teaming and threat databases (public and private).
Markdown: https://guardion.ai/blog/modern-guard-multilingual-ultra-fast-prompt-injection-guardrail.md