career path · 12 chapters · ~8h

set the rules for how your org uses ai

the hr specialist path teaches you to deploy ai team skills, govern access, and judge whether ai output is good enough to act on.

who this is for

you work in hr or people ops. ai already touches hiring, onboarding, and policy, and you're the one who has to decide how the whole org uses it safely. you need to understand the tools well enough to govern them. this path gets you there.

what you'll be able to do

understand what an ai team skill is and deploy one across an org. set access policy and handle sensitive data and keys the right way. evaluate ai output for people decisions, where a wrong answer is a real problem, not a bug. brief ai tools clearly and know when a person has to stay in the loop.

the route, in order

start in people studio by drafting faster while preserving human approval, evidence, and accountability for people decisions. the shared builder spine supplies the data, model, access, and evaluation skills that make those boundaries enforceable. self-paced; the full route is listed below.

  1. 01people studioch 54 · ~56m
  2. 02from worker to builderch 00 · ~1h 14m
  3. 03read the scriptch 01 · ~21m
  4. 04read the data shapesch 02 · ~23m
  5. 05read the failurech 03 · ~24m
  6. 06read the pipelinech 04 · ~26m
  7. 07llm apisch 13 · ~45m
  8. 08structured outputch 14 · ~38m
  9. 09prompting cursor and claude code effectivelych 19 · ~59m
  10. 10secretsch 18 · ~16m
  11. 11claude skills for teamsch 34 · ~41m
  12. 12eval-driven ai developmentch 21 · ~57m

how it works

no videos, no fizzbuzz. every step shows a small piece of ai-written code. you read it, predict what it does, find the bug, fix it, run it. it all runs in your browser.

where you end up

deploys and governs team skills, sets ai access policy, evaluates ai output quality for hiring and people workflows.

free to start, no signup. plus unlocks every chapter at once; the free path moves through them in order. teams get progress visibility and role-fit rollout — see for teams.