AgentR Academy
Shortlisting is dead. The recruiters winning right now are orchestrating agents that surface what's real inside every candidate.
View mini courseI've been in TA for 6 years. This is the first resource that made AI feel like something I control, not something coming for me.
Free course22 Lessons
From Shortlisting to Orchestrating
AI agents are already changing how the best recruiting teams operate. This mini course is your guide to understanding them, using them, and staying ahead of the shift — whether you're a recruiter doing the daily work
or a TA leader building the system around it.
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01Beginner
Lesson 1 - Is AI Going to Take My Recruiting Job? An Honest Answer
AI is automating parts of recruiting, not replacing the job itself. Here's what's actually changing in hiring — and what stays firmly human in 2026.
Watched by 150 peopleStart Lesson -
02Beginner
Lesson 2 - What Actually Changed in Hiring (And Why It Matters Now)?
The hiring stack was built for 1995 and broke silently over the last decade. Here's what AI is actually rewriting — and why the old playbook won't hold.
Watched by 200 peopleStart Lesson -
03Intermediate
Lesson 3 - From Shortlisting to Orchestrating: The New Recruiter Skill
The recruiter's role is shifting from doing the work to designing how agents and humans share it. Here's what orchestration actually looks like day to day.
Watched by 330 peopleStart Lesson -
04Intermediate
Lesson 4 - What Is an AI Agent, Really? A Recruiter's Guide
An AI agent isn't ChatGPT. It's a system with a goal, tools, and autonomy to act. Here's what that actually means for hiring — in plain English.
Watched by 412 peopleStart Lesson -
05Intermediate
Lesson 5 - AI vs Automation vs Agent: Knowing the Difference in Hiring
Every hiring tool claims to be AI-powered. Here's how to tell automation from AI from agents — and the three questions to ask any vendor.
Watched by 356 peopleStart Lesson -
06Intermediate
Lesson 6 - The Prompt Mindset: How Recruiters Get Useful Answers from AI
Most people get bad output from AI because they ask bad questions. Here are the four principles that separate useful prompts from useless ones.
Watched by 296 peopleStart Lesson -
07Advanced
Lesson 7 - The New Hiring Stack: Where AI Fits at Every Stage
Sourcing, screening, interviewing, offers, onboarding — each stage of hiring is being rewritten by AI. Here's the map of what changes and what stays human.
Watched by 550 peopleStart Lesson -
08Advanced
Lesson 8 - Writing Job Descriptions That Attract Real People
Most job descriptions filter out the best candidates before they apply. Here are the three failure modes — and the AI prompt that catches them in seconds.
Watched by 612 peopleStart Lesson -
09Advanced
Lesson 9 - Sourcing Candidates Your Competitors Miss: 3 AI Techniques
Every recruiter searches LinkedIn the same way. Here are three AI-assisted sourcing techniques that find the candidates your competitors never see.
Watched by 690 peopleStart Lesson -
10Advanced
Lesson 10 - How to Spot a Fake Resume: 5 Patterns of an Inflated Application
Spotting a fake resume isn't about detecting AI writing — it's about detecting inflation. Here are the five patterns, why keyword matching made this worse, and how AI catches them.
Watched by 587 peopleStart Lesson -
11Advanced
Lesson 11 - How AI Reads a Resume — And How You Should?
Keyword matching asks if a resume contains the right words. Reasoning-based AI asks if the career tells a coherent story. Here's why the difference is everything.
Watched by 456 peopleStart Lesson -
12Advanced
Lesson 12 - Career Pattern Analysis: 5 Signals Beyond the Resume Keywords
Career pattern analysis reads the shape of a career, not just the words on the resume. Here are the 5 patterns that reveal A Players keyword search can't find.
Watched by 587 peopleStart Lesson -
13Advanced
Lesson 13 - Screening Questions That Actually Reveal Potential (Not Rehearsed Answers)
Most screening questions are theatre. Here are the four types that reveal real signal, why generic questions fail, and a prompt that generates tailored questions in minutes.
Watched by 234peopleStart Lesson -
14Advanced
Lesson 14 - Do Structured Interviews Work? What the 2022 Research Shows?
Structured interviews have more than double the predictive validity of unstructured ones (Sackett 2022). Here's the research, the three components of structure, and how AI builds them in minutes.
Watched by 412 peopleStart Lesson -
15Advanced
Lesson 15 - Candidate Communication in the AI Era: Outreach, Rejection, Offer
Every touchpoint with a candidate shapes your employer brand. Here's what the research shows about outreach, rejection, offers, and re-engagement — and how to avoid AI-generated writing that reads like it.
Watched by 200 peopleStart Lesson -
16Advanced
Lesson 16 - Getting Your Hiring Manager to Actually Prepare
The biggest cause of bad hires isn't bad screening — it's TA-hiring manager misalignment. Here's how AI closes that gap with a structured intake brief.
Watched by 150 peopleStart Lesson -
17Advanced
Lesson 17 - Measuring Hiring Like It Matters: Metrics That Predict Success
Time-to-hire is a vanity metric. Here are the four metrics that actually predict hiring success — quality of hire, retention, offer acceptance, and source diversity — and what AI finally makes measurable.
Watched by 587 peopleStart Lesson -
18Advanced
Lesson 18 - AI Ethics in Hiring: Regulations, Bias, and What to Require in 2026
The regulatory landscape for AI hiring moved more in 2025–26 than the previous five years. Here's what the EU AI Act, US state laws, and the three ethical pillars mean for your hiring process.
Watched by 412 peopleStart Lesson -
19Advanced
Lesson 19 - Building the Business Case for AI in Hiring: The CFO's Language
Budget for AI hiring tools doesn't come from logic alone. Here's the four-part business case that connects hiring outcomes to financial outcomes — the way a CFO reads it.
Watched by 578 peopleStart Lesson -
20Advanced
Lesson 20 - Designing Your Agent Orchestration Layer: A TA Leader's Guide
Deploying AI in hiring isn't about picking a tool — it's about designing a system. Here are the four design decisions that determine whether your agents work together or against each other.
Watched by 423 peopleStart Lesson -
21Advanced
Lesson 21 - The Hiring Craft Skill: Install the Academy in Claude
Every method from 23 lessons, packaged into a Claude skill that activates automatically for any hiring task. Install in 2 minutes. Free on every Claude plan.
Watched by 297 peopleStart Lesson -
22Advanced
Lesson 22 - The AI Hiring Glossary: 30+ Terms Every Recruiter Should Know
Plain-language definitions for every AI hiring term — from Paper Tiger to RAG, from ATS bloating to structured interview. The reference TA leaders pull up during vendor calls.
Watched by 356 peopleStart Lesson -
23Advanced
Lesson 23 - Where Hiring Goes From Here: The Shift From Matching to Reasoning
The old constraint in hiring was application volume. The new constraint is judgment bandwidth. Here's how the next five years of hiring get rewritten — and what leading that shift looks like.
Watched by 587 peopleStart Lesson