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Thoughts on DevOps, database engineering, and the art of automation.
AI & Machine Learning
Implementing Role and Group-Based Security with Qdrant in Enterprise AI Systems
Qdrant is a vector search engine, not an enterprise IAM system. Learn the correct architecture for implementing role and group-based access control in production RAG pipelines.
Apr 30, 20263 min read
AI & Machine Learning
New Attack Surfaces in AI Systems: Understanding the Security Risks Unique to LLM Applications
AI systems introduce attack vectors that traditional security tools don't catch. Prompt injection, indirect injection, and tool misuse are now first-class security concerns.
Apr 30, 20264 min read
AI & Machine Learning
Why Security Matters in AI-Based Systems: Building Secure, Monitorable Enterprise AI Platforms
Many teams prioritize model quality over security architecture — a critical mistake. An AI system can unintentionally expose massive amounts of sensitive data in a single response.
Apr 29, 20264 min read