Artificial Intelligence In Recruiting: The Talent Engineering Playbook | Kyler Frisbee

Struggling with high ATS noise, fraudulent applications, and generic sourcing tools? Kyler Frisbee, Founder of Optimal Tech Partners and Seedglass, joins Jeff Midland to share how he went from semi-pro snowboarder to tech recruiter at Google, Rivian, and Unity, and eventually to AI systems builder. In this episode, he breaks down why modern talent acquisition requires "talent engineering," how proprietary agentic sourcing surfaces hidden candidates from public signals, and why trust, closing, and candidate advocacy remain distinctly human.Key TopicsKyler's trajectory from semi-pro snowboarding to tech recruiting at Google, Rivian, and UnityTransitioning from traditional recruitment into talent engineering and vibe codingBuilding proprietary AI sourcing engines that search beyond standard resume databasesWhy building in public, GitHub activity, and published work are replacing static resumesLessons from early 2014 IBM Watson recruiting experiments vs. modern context-aware AIOvercoming ATS noise, fake profiles, and application spam through multi-signal sourcingThe human elements that cannot be automated: trust, negotiation, and candidate advocacyHands-on AI building using tools like Claude Code, Replit, Lovable, and GitHub workflowsEpisode Timestamps0:00 Kyler’s background and transition from action sports to tech recruiting4:11 How proprietary sourcing engines find candidates standard platforms miss5:36 Why building in public creates stronger signals than traditional resumes6:58 What IBM Watson's early recruiting efforts got wrong in 201410:19 Head-to-head sourcing results on complex technical roles12:14 The evolving role of resumes as validation rather than discovery21:12 Why Kyler kept his sourcing engine proprietary instead of selling software28:15 Balancing automated sourcing stacks with human-driven closing31:28 How non-tech sourcing, like finding electricians via permits, works33:48 Avoiding overengineered agent swarms to keep API costs down40:38 How coding agents empower non-engineers to build functional tools50:03 Where to follow Kyler and his Talent Engineer contentGuest LinksWebsite: https://optimal.tech/ and https://seedglass.com/Instagram: https://www.instagram.com/techgentleman/LinkedIn: https://www.linkedin.com/in/techgentleman/Keywords: Kyler Frisbee, Talent Engineer, AI sourcing, technical recruiting, candidate sourcing, building in public, Claude Code, Replit, Lovable, ATS noise, recruiting automation, talent acquisition, human-centered recruiting