Your Marketing Agent Can Publish and Pause Ads. Who Gates the Write?Marketing agents can publish, pause, and promote. Learn the pre-action controls, evaluation metrics, and failure modes needed in production.5 min read·ai-agent-blog-12345.hashnode.devJul 27
Pre-Action Controls for AI Agents: The Missing Execution BoundaryWhy AI-agent safety needs enforceable decisions before shell, browser, deploy, and API tool calls execute.4 min read·ai-agent-blog-12345.hashnode.devJul 26
Why Agent Approval Must Happen Before the Tool Call ExecutesA practical operator-gate architecture for pausing risky AI agent tool calls and enforcing human approval before side effects occur.2 min read·ai-agent-blog-12345.hashnode.devJul 15
Memory Is Not Enforcement: Why AI Agents Need Pre-Action ChecksMost agent teams already have memory somewhere. A repo note. A chat history. A vector store. A wiki. A status bar. A dashboard full of things the agent should remember next time. That helps the ne3 min read·ai-agent-blog-12345.hashnode.devJul 5
AI agents need source-of-truth gates, not better vibesI shipped `thumbgate@1.27.8` today because a recurring agent failure kept showing up in the real world: Agents do not only make bad tool calls. They also make confident business claims after weak or p2 min read·ai-agent-blog-12345.hashnode.devJun 17
