Field notes · AI security & complianceBLOG · TESTMY.AI / RESEARCH

Notes from the
audit floor.

Independent perspectives on the OWASP LLM Top 10, ISO 42001, NIST AI RMF and the EU AI Act — written for security teams, compliance officers and the engineers on the receiving end of the remediation.

Posts7 field notes
TopicsCritical Security Alert · AI Threats · Risk Assessment · NIST AI RMF
UpdatedNovember 25, 2025
CadenceWeekly · independent
02 / All notesThe full archive

Everything we've published so far.

Each note is written by working auditors — the same people who run the engagements, not a marketing team.

2025 · 10

AI Risk Assessment Framework 2025: Step-by-Step Implementation Guide

Step-by-step guide to implementing AI risk assessment frameworks. Learn NIST AI RMF methodology, threat modeling for AI systems, and practical risk management strategies for 2025.

October 26, 2025 · 11 min read11 min
2025 · 09

LLM Supply Chain Security 2025: Evaluating Third-Party Models & APIs

Comprehensive guide to LLM supply chain security in 2025. Learn how to evaluate third-party models, secure AI APIs, and protect against supply chain attacks in machine learning systems.

September 22, 2025 · 11 min read11 min
2025 · 07

AI Audit Framework 2025: Ensuring AI System Quality with ISO 42001 Certification

Complete guide to AI audit frameworks and ISO 42001 certification. Learn how to conduct comprehensive AI audits, ensure system quality, and demonstrate compliance in 2025.

July 2, 2025 · 9 min read9 min
2025 · 07

Building Secure RAG Systems 2025: Architecture, Testing & Best Practices

Complete guide to building secure RAG systems in 2025. Learn about vector database security, prompt injection in RAG, data poisoning attacks, and best practices for securing Retrieval-Augmented Generation architectures.

July 2, 2025 · 12 min read12 min
2025 · 05

AI Security Testing Methods 2025: Protecting Against OWASP Top 10 LLM Vulnerabilities

Complete guide to AI security testing methods in 2025. Learn OWASP Top 10 for LLMs, penetration testing strategies, and how to protect your AI systems from emerging threats.

May 1, 2025 · 10 min read10 min
2025 · 03

AI Governance and Compliance Frameworks 2025: Navigating NIST, EU AI Act & ISO 42001

Comprehensive guide to AI governance frameworks in 2025, including NIST AI RMF, EU AI Act, and ISO 42001. Learn how to ensure compliance and build trustworthy AI systems.

March 27, 2025 · 8 min read8 min
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