// Sunday · July 5, 2026

The Job Positions of the AI Future

Not another jobs-apocalypse episode. NLW builds off a Boris Cherny tweet to sketch the new archetypes of agentic work — the prototypers, builders, sweepers, growers, and maintainers facing the product — then argues Cherny missed the outward-facing half of the org, and lands on the one move to future-proof yourself: become the maker for your function.

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The One Idea

Jobs are becoming archetypes of agentic work, not fixed job descriptions.

As the meta-shift moves everyone from doing a job to managing agents that do it, roles are dissolving into archetypes that map to temperament more than title. Boris Cherny's five product-facing roles — prototyper, builder, sweeper, grower, maintainer — are a strong start, but NLW argues they miss the outward-facing positions (editor, scout, evangelist, orchestrator, conductor, risk steward) that face the people and signal around the work. And when making gets cheap enough, every function grows a maker — which is the surest short-term way to future-proof yourself.

// 01

By the Numbers

5
Product-facing role archetypes in Boris Cherny's framework
~2,500
Members in the AIDB Operators community
tens of thousands
People through AIDB programs — mostly outside product/software
// 02

The Brief

EnterpriseExecOps00:00

The meta-shift: from doing the job to managing agents that do it

NLW frames the whole episode around one underlying change — people exploring how much of what they do can be outsourced to teams of agents, then working backwards to figure out what substance of the role actually remains.

AI Daily Brief
EnterpriseExec01:00

Non-technical users are mapping developer experience onto their own roles

As with much in AI, a big part of what non-technical users are doing is looking at how technical users work and trying to translate that experience back onto their own types of roles.

AI Daily Brief
EnterpriseEngProduct01:20

As engineering, product, design, DS melt into a new kind of role... I see five archetypes.

— Boris Cherny, creator of Claude Code. Boris Cherny, creator of Claude Code, laid out five roles on the Claude Code team: the prototyper, the builder, the sweeper, the grower, and the maintainer — noting these aren't tied to job function, and that a healthy team needs a mix depending on where the product is in its life cycle.

The AI Daily Brief
EnterpriseProductExec03:05

Cherny's five roles are all product-facing — and follow a life cycle

The common thread is that all five positions face inward toward the artifact being built, and their order roughly traces a product's life cycle. Different combinations are needed depending on whether a product is pre-PMF, growing, or has strong product-market fit.

AI Daily Brief
EnterpriseProductEng03:45

The prototyper eliminates the endless discussion phase

With code-generating agents, taking the first steps toward an idea gets vanishingly simple — so the prototyper isn't just generating ideas, they're cutting the time-consuming discussion phase down to directed conversations had while looking at something real and tangible.

AI Daily Brief
◆ The TakeOpsExec04:00

Product-style thinking is infiltrating the whole organization

The prototyper archetype isn't constrained to product builders. People who have never touched a product are now thinking about how they could build their own tools to make their work easier — pushing the shape of what their function can actually do.

The AI Daily Brief
EnterpriseEngProduct05:30

Prototyper vs builder: different mindsets, maybe different people

NLW sees these as both distinct phases a single person moves through and, at the organizational level, likely different personality archetypes — the considerations for production-grade work (security, bugs, robustness) are exactly the ones the prototyping brain turns off around.

AI Daily Brief
EnterpriseEng06:45

The sweeper's key word is 'optimize,' not 'clean up'

The sweeper isn't just fixing the builder's mistakes — that's arguably integral to building. The distinguishing trait is thinking on an almost DNA level about how to optimize and improve, a different temperament from the idea person or the hardened builder.

AI Daily Brief
EnterpriseProductMarketing07:15

The grower is where roles start facing outward

The grower takes a built-and-optimized product and iterates it toward product-market fit or domination. Almost by definition this can't be purely internal — it requires the product interacting with its intended audience, with those learnings feeding back into the work.

AI Daily Brief
EnterpriseEngOps10:15

Maintaining a mature system remains categorically different from building

Anyone inside a big enterprise knows maintaining an existing system is an entirely different set of work, skills, and dispositions from building something new — and that distinction persists into the agentic era.

AI Daily Brief
◆ The TakeExec11:15

Cherny's biggest gap: the outward-facing roles

Once you look outside the product organization, a whole category is missing. The first group faces the work and the artifact; the second — editor, scout, evangelist, orchestrator, conductor, risk steward — faces the people and signal around the work.

The AI Daily Brief
EnterpriseMarketingProduct12:45

The scout gathers real-world signal — and may often be an agent

Scouts are out in the world aggregating and distilling incoming signal to feed the prototypers. NLW notes this is a role many organizations will fill with agents, since absorbing and collating huge amounts of information is exactly what agents excel at.

AI Daily Brief
EnterpriseMarketing13:45

The evangelist gets the market to see the world like the builders do

More than marketing the thing, the evangelist gets the market to adopt the builders' worldview — through content, conversation, or community — owning the intersection of what happens internally and externally.

AI Daily Brief
EnterpriseOpsExec14:15

Orchestrators and conductors manage the fleets and the seams

Orchestration operates on multiple levels — a skill everyone gains as they manage agents, and a critical layer in larger orgs for making disparate pieces work together as output surges. The conductor is a more specific version focused on managing teams of agents so their outputs stay coherent.

AI Daily Brief
◆ The TakeLegalExecOps15:30

The risk steward is now an accelerator, not a bottleneck

Agents dramatically raise the speed of iteration, creating and amplifying new risks. Rather than gatekeeping, the new risk steward anticipates what could derail a project several steps ahead and fixes it before the project gets there — a dynamic, forward-oriented role that separates orgs that keep moving fast from those that hit fits and starts.

The AI Daily Brief
EnterpriseSales17:15

How the archetypes map onto sales

In sales, the prototyper tests new pitches and offers, the builder turns winners into repeatable playbooks, the sweeper prunes dead scripts and bad-fit segments, the grower iterates on deal velocity and expansion in the real world, and the maintainer sustains pipeline discipline and account coverage quarter after quarter.

AI Daily Brief
EnterpriseMarketing19:15

How the archetypes map onto marketing

The scout reads audience and competitors, the prototyper tries new narratives and channels, the editor uses taste to pick the best-fitting stories, the builder turns sparks into campaign machines, the sweeper kills weak messaging and channel bloat, and the grower obsesses over conversion data — with the grower's exhaust feeding the scout's next round.

AI Daily Brief
EnterpriseFinanceHROps21:15

Back office skews toward maintainers and risk stewards

Finance, ops, and HR won't map cleanly to all archetypes — they concentrate on maintainers (the back office is already the maintainer of the org's core functions), sweepers, risk stewards, and orchestrators, while inherently external-facing roles like grower and scout fit less well.

AI Daily Brief
◆ The TakeFinanceHROpsExec23:00

When making gets cheap, every function grows a maker

A back-office person can now build a small piece of custom software for a specific expense-reporting exception instead of filing a ticket and waiting a quarter. That's prototyping — and product thinking infiltrating every part of the org.

The AI Daily Brief
◆ The TakeExecOps23:30

To future-proof yourself, become the maker for your function

NLW's practical advice: if you're deep inside a function, bring prototyping into what you do — not because your org will replace SaaS with custom software, but because building pushes the organization to see opportunities it didn't know it had and puts you at the center of the change reshaping the job.

The AI Daily Brief
◆ The TakeHRExec24:15

These archetypes map to personalities, not overnight role changes

NLW doesn't expect every role to change overnight, but thinking in terms of these archetypes — which likely translate to people's temperaments and dispositions — is valuable as part of the process of organizational change and exploration.

The AI Daily Brief
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