People & Culture in the AI Era — A Playbook
Lead humans alongside agents without losing either
Hiring junior is harder when AI does the junior work. Performance reviews are harder when half the team is non-human. Culture is harder when nobody's in the room. 27 modules on the leadership question of the decade — how to grow people, run performance, and build culture when the team is hybrid in a way nobody's documented yet.
How to read this playbook · The AI-Era Lens
People & culture when half the team is non-human
The foundation in this playbook (hiring, performance management, comp design, culture rituals, career paths) is timeless. The AI era is hitting people leadership hardest and the answers are least settled. Hold these six shifts in your head — and hold them lightly. These are working hypotheses, not closed frameworks. The honest version is that nobody has fully solved people-in-the-AI-era yet.
Shift 1
Hiring junior is broken — nobody fully solved it yet
The rote work juniors used to learn on is the work agents are now best at. The apprenticeship ramp disappeared. The pattern that's working: pair every new hire with a senior for 30 days on exception cases. It costs more senior time. Read the hiring modules knowing the old ramp doesn't exist.
Shift 2
Performance reviews need a different rubric
Output reviews can't distinguish 'rep designed a great system that shipped X' from 'rep copy-pasted last quarter's prompts and shipped the same X.' Read the performance modules as 'review the system the person designed,' not 'review the output the system produced.'
Shift 3
Comp structures are visibly stale
The 2026 marketing manager does the work of three 2019 coordinators. Per-head comp goes up; headcount goes down; per-output cost drops. CFOs and boards need re-educated on the new math. Read the comp modules with annual recalibration for the next three years.
Shift 4
Culture rituals broke quietly
Smaller human teams have less spontaneous connective tissue. Culture has to be more deliberate because there's less of it by accident. Read the culture modules as 'design the rituals,' not 'wait for them to emerge from a roomful of people.'
Shift 5
Career ladders went flat — people notice
Two human rungs (operator, senior operator, sometimes head-of) replaced the six-rung 2019 ladder. Telling people honestly works better than pretending the old ladder still exists. Read the career-pathing modules with that honesty baked in.
Shift 6
Job descriptions haven't caught up
Most 2026 JDs still list 2019 responsibilities. They attract candidates who arrive expecting old work. Read the recruiting modules with 'rewrite the JD honestly' as the first move — even if the applicant pool gets smaller, the conversion-to-hire goes way up.
How to read the foundation modules
Read every framework in this playbook through these six shifts, AND with more humility than the other five playbooks. Hiring, performance, comp, and culture in the AI era are unfinished problems. The frameworks here are the best honest version we have — they work better than pretending the 2019 playbook still applies, and they don't pretend to be solved. When you do an exercise, treat it as 'best current hypothesis,' not 'closed answer.'
What's Inside
27 interactive modules — first 3 are free to preview.
Why this workbook?
Actionable exercises
Not theory — hands-on activities you complete for your business.
Scoring frameworks
Rate where you stand today and track improvement over time.
Battle-tested templates
Proven by hundreds of businesses across industries.
Walk away with a plan
By the last page, you have a concrete action plan ready to execute.
Who is this for?
Written by Tiago Santana
Growth operator. $100M+ in revenue generated across companies. Founder of Gardenpatch and The Cooling Co.
I've spent the last decade running people & culturefor companies at $1M–$100M ARR. When AI agents joined the team, almost everything I knew got rewritten. This playbook is what I'd hand a new people & cultureleader on day one in the AI era — not what worked in 2019. Every module is something I'd actually use, today, in my own companies. Money-back if it doesn't help.
More about Tiago →Founding members get a free copy
The honest version: these playbooks launched in May 2026. No reviews here yet — because the first ten people are still reading them.
First 10 reviewers · honest feedback wanted
Free copy of any playbook in exchange for an honest review.
Read it. Use it on a real problem you're working through. Tell us what landed, what didn't, and whether it was worth $27. Your review goes on this page (with your name + role, or anonymous — your call). You also get a free 30-minute strategy call with Tiago to apply it to your specific situation.
Who this is for: operators running a real team (any size, any industry) who would actually use a framework like this and tell the truth about it. Not for resellers, not for AI-generated reviews, not for five-star-as-default. Critical reviews are more useful than glowing ones.
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