Production systems architecture, technical SEO, and cloud-native security research.
A deep dive into prompt injection, insecure output handling, and excessive agency in autonomous agent architectures.
As organizations deploy autonomous AI agents with database access and execution privileges, conventional boundary defenses fall short. Insecure output handling (LLM02) and excessive agency (LLM08) allow malicious actors to pivot from natural language queries into unauthorized execution pipelines.
TechVRS engineers design, audit, and scale high-performance web applications, technical SEO pipelines, and autonomous AI systems for global businesses.