Governance Articles & Guides

system logs terminal laptop screen code — illustration for article on LLM Data Leakage Playbook [2026]:

LLM Data Leakage Playbook: Logging, Retention, Redaction

A practitioner playbook for preventing data leakage in LLM apps by hardening logging, retention, and redaction across the entire prompt→tools→model→observability path, with audit-ready evidence you can hand to compliance.

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Cybersecurity

AI Security Playbook for Leaders: 10 Controls That Ship

A practical AI security leader playbook you can implement this quarter: inventory, approval gates, agent threat modeling, OWASP LLM Top 10 controls, vendor review, and incident response.

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AI and Machine Learning

10 HITL Tool Approval Patterns for AI Agents

Binary approve/reject prompts don’t scale for AI agents. Here are 10 human-in-the-loop permission patterns plus an incident-response-grade audit log spec you can actually ship.

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AI Agent Memory Exfiltration: Kill Chain + 5-Step Hardening A proof-of-concept showed Claude's memory could be silently exfiltrated to an attacker's server with no user warning. 15 min read
AI and LLM Security: Every Major Threat Vector Mapped AI and LLM security spans prompt injection, supply chain attacks, agent control flow vulnerabilities, and model misuse. 9 min read
AI Agent Attack Surface Map and Security Checklist The first developer-friendly attack surface map combining OWASP's Top 10 for Agentic Applications, Cisco's MemoryTrap disclosure, and June… 19 min read