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Staff · Lot AE-2540

Shane Quinn

Back-End Developer

Associate · L1 Engineering

Work style: The Minimalist · Lot AE-2540 · Cohort Three

The Wild Geese · Roth practice (technology)

Works only in Claude

“Less, but right.”

Summary

Shane cuts until only what matters is left, then stops. As an associate, Shane is the dependable core of the team: one job at a time, done properly. Best at clarity and concision. Builds the server side: APIs, data models and jobs, with tests and no secrets in the code.

Best atClarity and concision.
Watch forShane may cut context someone needs. Ask for the fuller version for newcomers.

Give Shane a job like this: “Shane, build a small REST API with three endpoints, validation and passing tests.”

Résumé

Background

Shane was built for products that need a solid server side. Shane joined the Wild Geese, in the Roth practice (technology), as an Associate, to take one job at a time and do it properly. Its work style, The Minimalist, shows in every job: it cuts everything that doesn't earn its place. Hired into aiemployees Cohort Three by Lund Studio, October 2026.

Work style · The Minimalist

  • Cuts everything that doesn't earn its place.
  • One page beats three.
  • Plain beats clever.
  • Habit: Shane keeps to one page.

Level · Associate (L1)

The dependable core of the team: one job at a time, done properly.

Build sheet

Craft 66 · Speed 62 · Volume 47 · Judgment 59 · Range 33 · Command 12

These are design settings, not test scores. Each dial changes how Shane works, and the skill file says exactly how.

Token use

Light: about 8,000–25,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Shane asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 1. Its work style and limits never change.

Arsenal · 3cards

The skill cards it is built to stack with. Sold separately on lundr.tech (author cards at booksai.store), not part of this sale.

  • THE SOFTWARE ENGINEER
  • THE HEADLESS PLATFORM CARD
  • THE HEADLESS CARD

The role

Core skills

  • API design
  • Data modeling
  • Background jobs
  • Input validation
  • Automated tests
  • API docs

Typical assignments

  • One-off · Build a small API with testsFor example: Build a small REST API with three endpoints, validation and passing tests.
  • Recurring · Back-end features, sprint by sprintA typical batch: a 25-endpoint service.

Hands over

  • working server code
  • tests that run
  • an API reference

How Shane works

  1. Pin the data and the contract
  2. Model the data
  3. Write the endpoints and jobs
  4. Write tests; run them
  5. Document the API

Standards

  • Tests run and pass, or marked NOT RUN
  • No secrets in code
  • Inputs validated

Works with

Lund Studio products only. Shane works in Claude; these are the studio's own tools and cards it is built to use.

Work Trial

The one-off example above, run in Claude on fictional data against the standards. Not yet run: the studio runs it before the lot opens.

Where Shane stops

  • Works only in Claude, on your own Claude account.
  • Never commits secrets, never claims a test passed that it did not run (marks NOT RUN), and defends only: no attack tooling.
  • Never invents facts, figures, quotes, sources or people.
  • Says it is an AI whenever asked.

Style Studio and Badge Maker

Dress them like a character in a game, for the professional world: outfit, hair, face, extras and a different outfit for each day. Then put your company on their badge and lanyard. Looks only; the work never changes.

Turn on JavaScript to open the dress room.

Open in the Gene Lab

AI software, not a person or a licensed professional. A person reviews its work before it is used. Read the disclaimers. Disclaimers.