The Job Positions of the AI Future
July 5, 2026
AI Summary
5 min readThe Job Positions of the AI Future
A post from Boris Power, head of engineering at Anthropic, sparked this episode's central question: as AI agents change how work gets done, what will job roles actually look like? Power identified five archetypes he observed on the Claude Code team—prototyper, builder, sweeper, grower, and maintainer—and noted that these roles cut across traditional job functions like engineering, design, and product management. The host of this episode takes Power's framework, applies it beyond software teams, and adds a set of externally facing roles he argues are missing from the original analysis.
The Five Work-Facing Archetypes
Power's five roles map roughly to a product's lifecycle. The prototyper generates new ideas and uses tools like Claude Code to build first versions quickly. The host notes that this role eliminates an entire step in organizational conversation: instead of endless discussion about whether an idea might work, teams can now talk while looking at something real. The builder takes that prototype and turns it into production-grade infrastructure, though the threshold for "production grade" differs sharply between public-facing products and internal tools. The host suspects these two roles may reflect different personality types—the prototyper thrives on novelty and speed, while the builder cares about robustness and edge
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What you'll learn
- 1 (00:00) **Introduction: The Job Positions of the AI Future** - The episode is framed as an exploration of new ways of working and how job roles are changing in the agentic era, moving from doing a job to managing agents.
- 2 (01:42) **Boris's Five Archetypes: The Work-Facing Roles** - The host introduces and reads Boris's post, which defines five new role archetypes for product teams: Prototyper, Builder, Sweeper, Grower, and Maintainer.
- 3 (03:49) **Role 1: The Prototyper** - The person who generates new ideas and creates the first version of them using AI tools like Claude Code.
- 4 (05:17) **Role 2: The Builder** - Takes a prototype and turns it into a production-grade product or tool.
- 5 (06:42) **Role 3: The Sweeper** - Focuses on optimization, cleaning up UI, simplifying code, and improving performance.
- 6 (07:31) **Role 4: The Grower** - Takes a built and optimized product and iterates on it to improve product-market fit.
- 7 (10:39) **Role 5: The Maintainer** - Owns a mature system, making it secure, reliable, and efficient as it scales.
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Show Notes
As AI agents change the shape of work, today’s episode explores the emerging archetypes that may define future organizations — from prototypers, builders, sweepers, growers, and maintainers to editors, scouts, orchestrators, conductors, and risk stewards. NLW argues that the biggest opportunity may be for people in every function to become the “maker” who helps their organization discover what AI-enabled work can actually become.
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