SECURITY RESEARCH // 2026

AI SECURITY &
COMPLIANCE GUIDES

Deep research on OWASP LLM Top 10, EU AI Act obligations, NIST AI RMF, prompt injection, and developer-native security posture — written by engineers, for engineers.

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Featured Article
OWASP LLMFEATUREDMarch 26, 2026·9 min read

OWASP LLM Top 10 Scanner: Detect Prompt Injection, Insecure Output Handling & AI Vulnerabilities in Your Codebase

Traditional scanners like Snyk and Semgrep are blind to the entire OWASP LLM Top 10. If your app calls OpenAI, Anthropic, LangChain, or any LLM API, you have a new class of attack surface — and zero tools to scan it. Here's how to fix that.

LLM01 Prompt InjectionLLM02 Insecure OutputLLM08 Excessive Agency
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OWASP LLM checks
by Snyk · Semgrep · SonarCloud
Custodia: 10/10 ✓
OWASP LLM Articles
OWASP LLM12 min read

Model Output Validation: Why LLMs Hallucinate Into Your Database

Your LLM generates SQL that drops tables. JSON with "admin": true. Code that exfiltrates secrets. Three types of output hallucination and the 5-step defense framework.

LLM02 Output HandlingSQL HallucinationCode Gen Security
April 11, 2026Read →
OWASP LLM14 min read

Prompt Injection Vulnerabilities in Production: How Hackers Hijack LLM Apps

Prompt injection is the AI equivalent of SQL injection. Real exploits from production apps, three layers of attack (direct, context, indirect), and the complete defense checklist.

LLM01 Prompt InjectionIndirect InjectionRAG Poisoning
April 9, 2026Read →
OWASP LLM12 min read

OWASP LLM Top 10 in Production: Real Vulnerabilities We Found in 50 Apps

We scanned 50 real-world LLM applications and found the same vulnerability patterns across all of them. Here's what the OWASP LLM Top 10 actually looks like in production code.

LLM01 Prompt InjectionLLM02 Output HandlingLLM08 Excessive Agency
April 4, 2026Read →
OWASP LLM10 min read

Prompt Injection Prevention: Stop LLM01 Attacks Before They Ship

Prompt injection is the #1 OWASP LLM vulnerability. This guide covers direct and indirect injection, RAG-specific attack paths, layered defenses, and how to detect vulnerable patterns before release.

LLM01 Prompt InjectionIndirect InjectionRAG Security
March 27, 2026Read →
OWASP LLM10 min read

Securing MCP Servers: Attack Surfaces in AI Tool Use

Model Context Protocol gives AI agents real power over your environment — filesystem access, shell execution, API calls. Most developers ship MCP servers without a single security review. Here are the 5 attack surfaces and how to lock them down.

LLM01 Prompt InjectionLLM08 Excessive AgencyTool Poisoning
April 1, 2026Read →
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