How Doug Hamilton turned an AI tracker into a team of builders
Doug Hamilton built an AI Tech Stack Tracker, an automated intelligence system that helps Klaviyo’s Talent Acquisition team keep up with fast-moving AI tools and turn updates into action. Every hour, the tracker polls more than a dozen AI tools directly. Claude translates raw changelogs into…
Doug Hamilton built an AI Tech Stack Tracker, an automated intelligence system that helps Klaviyo’s Talent Acquisition team keep up with fast-moving AI tools and turn updates into action. Every hour, the tracker polls more than a dozen AI tools directly. Claude translates raw changelogs into plain-language relevance for recruiting work, then a weekly digest delivers updates based on what each teammate cares about. A “Try it out” feature sends a personalized, role-specific guide to Slack. A “Shar