# How to Run an AI Recruiter: Job Posts + Resume Screening > AI recruiter for small-business hiring: drafts a job post in your voice, then ranks pasted resumes on skills only, reasoning shown. It drafts; you hire. Fork… - Published: 2026-07-29 · Updated: 2026-07-29 · jurniti - Canonical: https://www.jurniti.com/blog/hiring-operator-template If you're hiring for your small business and dreading it, this agent does the two worst parts: writing the job post and reading the resume stack. **AI Recruiter: Job Posts + Resume Screening** is a public jurniti template (`/templates/hiring-operator`). You fork it into a paid **hermes** microVM — not a Notion checklist and not a free shared sandbox. If you searched for **recruiter: job posts + resume screening agent template**, this page maps that intent to a concrete fork: product truth, gates, BYOK, and the demo you should run before real customers see anything. ## What searchers mean by recruiter: job posts + resume screening agent template People typing **recruiter: job posts + resume screening agent template** usually want one of three things: a hire-me agency, a course, or a runnable operator. Hire-me pages sell retainers. Courses sell modules. jurniti sells a **running agent seat** you can fork, key, and operate — with Firecracker isolation and a human still on the hook for dangerous sends. This post is written for the third group: operators who will pay for a real box and own the demo. ## Why AI Recruiter: Job Posts + Resume Screening runs on a Firecracker microVM Laptop agents die when the lid closes. Docker density is not the same as multi-tenant isolation. jurniti provisions a Firecracker microVM per fork. The **hermes** harness install lives on the platform golden path; your template persist (skills, instructions, config shapes) restores on top. Boot is fast; full provision is still about **three minutes**, not a marketing 124ms hand-wave for the whole journey. More on the harness: [hermes guide](/blog/hermes-agent-hosting). Related gallery family: [Small Business collection](/blog/small-business-ai-agent-templates). ## What you get when you fork AI Recruiter: Job Posts + Resume Screening When you fork **AI Recruiter: Job Posts + Resume Screening**, you are not buying a PDF. - The job-post skill, tuned to sound like your business instead of corporate mush - The resume-screening skill with the skills-only ranking rules built in - Your own isolated Firecracker microVM on your own subdomain - An agent that keeps working when your laptop is closed You still configure secrets after fork. Nothing valuable should be baked as a live credential in a public capture. ## The undeniable demo for hiring-operator After keys are set, run the demo the gallery About body describes for **AI Recruiter: Job Posts + Resume Screening**. Do it against a dry-run or your own inbox first. If the demo cannot complete, do not point the agent at real customers yet. ## BYOK, human gates, and what you still own **BYOK:** model keys and third-party API keys are yours. jurniti does not mark up tokens in v1. BYOK - the key lives only inside your VM. No job board, no ATS, no other accounts. It works entirely from what you paste. Where outbound mail, social publish, or paid fulfillment exists, treat **human approval** as product. Auto-spam is the wrong fit for this gallery. No free trial. No free tier. First purchase: **30-day money-back guarantee**. Model and SaaS fees stay on your accounts. ## AI Recruiter: Job Posts + Resume Screening vs building the same stack yourself | Path | What you get | Cost of time | | --- | --- | --- | | DIY scripts + laptop | Fragile glue | Nights and weekends | | Generic course | Concepts, no seat | Weeks of setup | | **Fork AI Recruiter: Job Posts + Resume Screening** | Pre-wired agent on microVM | Minutes to first demo | Courses do not remove wiring. Shared multi-tenant toys do not give you isolation. The template is the middle path: paid, isolated, opinionated. ## Fit and not-fit for hiring operators Not for you if you want auto-posting or auto-emailing candidates. By design, it can't. - You're hiring and want a strong post plus a ranked shortlist without the busywork. - You want an agent you own, not a seat in someone else's recruiting tool. ## How to fork AI Recruiter: Job Posts + Resume Screening on jurniti 1. Open [AI Recruiter: Job Posts + Resume Screening](/templates/hiring-operator). 2. Fork on a paid plan. 3. Wait for the microVM (about three minutes). 4. Export BYOK keys listed in the About body. 5. Run the undeniable demo before real traffic. That is how **recruiter: job posts + resume screening agent template** becomes an operated system instead of another bookmark. ## Frequently asked questions ### What is AI Recruiter: Job Posts + Resume Screening? AI Recruiter: Job Posts + Resume Screening is a public jurniti template. You fork it into a paid hermes microVM with the agent setup already on disk. ### Who should search for recruiter: job posts + resume screening agent template? Operators who want a runnable agent seat for this job — not only a course or a hire-me agency landing page. ### Is there a free trial? No free trial and no free tier. First purchase includes a 30-day money-back guarantee. Model and third-party fees are yours. ### Whose API keys? Yours (BYOK). Keys stay inside your microVM. jurniti does not proxy or mark up model tokens in v1. ### Which harness does AI Recruiter: Job Posts + Resume Screening use? hermes. Choose another gallery template if you need a different agent runtime. ### How is this different from Zapier or a course? Zapier wires apps. Courses teach ideas. This template forks an always-on agent microVM with the workflow already installed. ### How long does provision take? About three minutes to a running microVM. Fast boot metrics are not the whole provision story.