AASA Blog

AI Agent Security Guides

Practical guides for developers shipping AI agents to production. OWASP LLM Top 10, prompt injection, jailbreaks, and CI/CD security automation.

Threat IntelligenceOctober 6, 2026· 8 min read

7 Jailbreak Techniques Actively Used Against Production AI Agents

Real jailbreak techniques used against production AI systems — from base64 encoding to multi-turn persona manipulation. What each attack looks like, why it works, and how to defend against it.

jailbreakAI securityprompt injectionLLM vulnerabilities
Developer GuidesOctober 6, 2026· 10 min read

Securing Your LangChain Agent: The Pre-Production Security Checklist

A practical security checklist for LangChain agents before you ship to production. Covers prompt injection, tool permissions, memory isolation, RAG security, and CI/CD scanning.

LangChainAI agent securitysecurity checklistRAG security
Engineering PracticeSeptember 29, 2026· 7 min read

AI Agent Security in CI/CD: Why You Need Weekly Scans, Not One-Time Audits

One security audit before launch isn't enough. AI agents change every time you update a model, change a prompt, or add a tool. Here's how to build continuous security testing into your AI agent CI/CD pipeline.

CI/CDAI securityGitHub ActionsDevSecOps
Hands-On TestingSeptember 22, 2026· 9 min read

How to Test Your AI Agent for Prompt Injection (With Real Payloads)

A hands-on guide to testing AI agents for prompt injection vulnerabilities — the most common and dangerous attack in the OWASP LLM Top 10. Includes real test payloads, detection techniques, and defenses.

prompt injectionAI securityLLM01AI red teaming
Security FundamentalsSeptember 15, 2026· 12 min read

OWASP LLM Top 10: A Practical Guide for AI Developers (2026)

The complete developer's guide to the OWASP LLM Top 10 — what each attack category means, how it's exploited in the wild, and how to test your AI agent against all 10 before you ship.

OWASP LLM Top 10AI securityprompt injectionLLM vulnerabilities

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