Summary In today's episode, I answer a listener's question about how to track and manage shadow AI and unauthorized local model usage by employees in large enterprises. Here's what this means for you. You can turn what looks like a security loophole into a budget-saving strategy by governing local models instead of banning them outright.…
Summary In today's episode, I explain why enterprises need both contractual agreements and technical safeguards to protect intellectual property from AI model training. Here's what this means for you. You gain a layered defense strategy that closes off the most obvious vulnerabilities before they turn into data leaks. You'll also learn these concepts: how the…
Summary In today's episode, I explain how to manage and track shadow AI and unauthorized local model usage by employees in your organization. Here's what this means for you. You gain a straightforward framework for detecting unsanctioned AI tools through financial auditing and network traffic analysis. You'll also learn these concepts: why free AI tools…
Summary In today's episode, I explain how to enforce data boundaries and prevent AI agents from executing destructive actions with compromised credentials in the enterprise. Here's what this means for you. You treat AI agents exactly like untrusted human contractors and apply the same containment, access control, and oversight strategies you already use for people…
Summary In today's episode, I break down what a HIPAA compliant LLM actually means in practice for clinical enterprise deployments. Here's what this means for you. You must guarantee that patient data never leaves your control, which means running local AI infrastructure instead of leaning on cloud tools like ChatGPT or Claude. You'll also learn…
Summary In today's episode, I explain how to safely grant AI agents command line access without risking your entire file system. Here's what this means for you. You gain the freedom to experiment with autonomous agents without fear of losing your important data. You'll also learn these concepts: how Docker containers provide a safety net,…
Summary In today's episode, I walk through what Hermes Agent is, how it differs from other autonomous AI agents, and how to set it up and use it for long-running tasks like sales prospecting. Here's what this means for you. You gain a clear mental model for delegating complex, multi-day research projects to a self-learning…
Summary In today's episode, I explain why version control acts as a crucial shield when using AI coding agents to prevent file conflicts. Here's what this means for you. You will protect your code from AI agents that accidentally overwrite or destroy your files. You'll also learn these concepts: the necessity of Git in agentic…
Summary In today's episode, I walk through the new plugins feature in Claude Co-Work and explain how agents, skills, commands, and hooks bundle into deployable packages. Here's what this means for you. You gain a practical, no-code way to extend Claude with marketing, sales, and productivity workflows that connect to tools you already use. You'll…
Summary In today's episode, I explain how to protect AI agents from trusting misinformation and disinformation. Here's what this means for you. You can build more reliable and secure agents by implementing guard models and specific source parameters. You'll also learn these concepts: how guard models identify bad patterns, why AI treats probability as truth,…
