Rec Tech: the Recruiting Technology Podcast · Chris Russell

Mike Wolford has an AI Recruiting Playbook

February 2, 2026·37 min·5 clips

Mike Wolford joins Chris Russell to discuss AI Recruiter 2.0 and the practical side of AI in recruiting. The conversation starts with a simple point: recruiters need to learn how to use AI if they want it to matter in daily work. Wolford frames the book as a practical guide for modern recruiters who want to bring AI into their workflow. He explains that he had been dabbling before, but the shift came when he decided to see whether AI could actually help him build product. That experiment became a clear example of how quickly the toolset has changed. On his first attempt, he says, it took about five hours to get something usable. After that, the process got much faster. He says he reached a point where he could build an app in about an hour and a half. The point is not just speed. It is that people without formal software training can now make something functional if they have a clear idea of what they want. The show keeps coming back to the cost gap between old software development and what AI now makes possible. What used to require a team, months of work, and a serious budget can now be compressed into hours and a much smaller spend. That leads to a bigger claim about the software market. Wolford argues that some software vendors may not exist in 10 years in their current form. Instead of buying every tool outright, teams may increasingly ask AI to build what they need. The conversation treats that as a real business shift, not just a novelty. It also opens the door to new roles inside companies. One idea is that prompt skill, or at least the ability to translate business needs into effective AI instructions, could become a job function. Wolford softens that slightly by saying the more important skill may be ideation and domain expertise. He suggests that the real advantage comes from knowing the recruiting problem well enough to define the right solution. That keeps the episode rooted in recruiting rather than drifting into generic AI talk. The tone stays practical and workplace-focused throughout. It is about how recruiters work, what they spend money on, and how AI can change both. By the end, the episode makes a case for a future where recruiters who can think clearly about tools and workflows will have an edge.

As heard by us

A practical AI recruiting conversation that keeps coming back to workflow, cost, and recruiter leverage.

The episode is strongest when it stays close to practice. Mike Wolford's AI Recruiter 2.0 lands best in the parts about moving from dabbling to building an app in about five hours on the first try, then getting faster after that, and treating clear ideas plus prompting as a real…

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You want the recruiter-side case for AI, grounded in a practical guide.

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