#governance
3 posts tagged with #governance
Every article below is hand-written, technically reviewed, and focused on governance. Posts cover real-world architecture decisions, code-level implementation patterns, and trade-offs you'll only discover after shipping production systems.
![system logs terminal laptop screen code — illustration for article on LLM Data Leakage Playbook [2026]:](https://img.kunalganglani.com/images/vzekdneq/production/6d5e5f730983ecdcec86a90f783fd63f70b2bd9b-1200x675.webp?auto=format&fit=max&q=75&w=600)
Cybersecurity LLM Data Leakage Playbook [2026]: 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.
Cybersecurity AI Security Leader Playbook [2026]: 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.
AI and Machine Learning 10 HITL Tool Approval Patterns for AI Agents [2026]
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.