01
The post-job economy
What happens when the job is no longer the default container for work, status, income, or learning?
AI-native work · post-job economy · agentic organizations
Work is becoming programmable. Work3 maps what comes next.
Work3 is a research and writing project about the next operating model of work: how AI agents, skills, platforms, organizational memory, and power reshape jobs, companies, and careers.
The positioning
Not another AI newsletter.
Work3 studies the shift from jobs and software tools to systems of agents, skills, workflows, and organizational memory — and asks who captures the value when work itself becomes infrastructure.
The questions we track
Work3 connects technology, labor, management, policy, and culture — because the future of work is not one market. It is a new stack.
02
AI operating systems
Who owns the workflow layer where work is planned, delegated, executed, remembered, and measured?
03
Agentic organizations
How do companies change when processes can be performed by teams of humans and agents?
04
Skills & memory
What remains scarce when execution is cheap but context, taste, judgment, and trust are not?
05
Labor, power & ownership
Who benefits when worker knowledge becomes data, automation, and recurring platform rent?
06
Careers after platforms
How should people build leverage, reputation, learning loops, and resilience in AI-native markets?
Newsletter
Get the Work3 briefing.
Essays, field notes, frameworks, and sharp signals on AI-native work — delivered through the Work3 Substack.
Services
Work3 helps leaders, teams, and audiences understand the next phase of work — and turn it into strategy, experiments, and better operating systems.
Consulting
AI-native work strategy
Map how agents, workflows, skills, and organizational memory change your company, product, or market.
WorkshopsTeach teams to see the shift
Practical sessions for leadership teams, HR, product, and operators who need a shared language and action plan.
SpeakingClear talks on work after jobs
Keynotes and briefings on AI operating systems, the post-job economy, and agentic organizations.
The main writers
Work3 is written by Matteo and Andy — combining operator experience, research, product sense, and a close reading of how work is actually changing.
M
Matteo Cellini
Matteo writes about AI-native work, agentic operating systems, careers, skills, and the power shifts underneath the future-of-work story.
A
Andy
Andy brings a complementary lens on organizations, technology, talent, and the practical consequences of AI moving from tool to infrastructure.