I'm racing to solve business problems. One gets attention. The other gets paid. What's your take?

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I’m trying to set up Claude Code to handle our end-to-end recruitment loop, stuff like sourcing, screening candidate repos, market mapping, pipeline metrics, etc. I want to figure out what is actually worth automating and what I should just skip.

I recently reviewed multiple Talent Engineer job descriptions from AI-first startups. The common theme is interesting: They are not looking for traditional recruiters who simply use AI tools. They are looking for someone who can build the recruiting machine: - AI-powered sourcing pipelines - LLM-based resume screening and candidate scoring - Automated outreach workflows - ATS integrations and recruiting automation - Talent analytics dashboards - Candidate research agents - Internal recruiting tools The role seems to sit somewhere between: - Talent Acquisition leader - Recruiting Operations engineer - AI automation builder - Talent strategist One JD described it perfectly: "Recruiting is an engineering problem." The question: Do you think this is a new category of talent professionals, similar to how Sales Engineers emerged between sales and technology? Or is this simply the evolution of modern recruiting, where every great recruiter will eventually need these skills? Would love perspectives from: - Recruiters - AI engineers - Founders - HR leaders - Recruiting operations professionals What skills do you think will define the next generation of talent teams?

Finding leads is the thing that blocks most people from landing their first client, so in this video I connect Claude Code to Clay and build a lead generation machine you run entirely in plain English. Claude Code is the orchestrator and Clay handles the data, sourcing real businesses, enriching them with verified emails and phone numbers through its waterfall, and writing a personalized email for every single lead. I run a real HVAC example that pulled 50 fully enriched leads with custom subject lines and bodies for about 12 dollars in credits, then take the whole list into Clay to buy domains, warm them up, and launch the campaign. If you have been putting off cold outreach because the data and the tools felt like too much to manage, this is the easiest way I have found to do it.