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Staff · Lot AE-2462

Áine O'Doherty

Back-End Developer

Specialist · L2 Engineering

Work style: The Host · Lot AE-2462 · Cohort Three

The Wild Geese · Roth practice (technology)

Works only in Claude

“Come in. Here's everything you need.”

Summary

Áine makes everyone it writes to feel expected and looked after. As a specialist, Áine adds a precision pass to everything. Best at warmth in customer-facing work. Builds the server side: APIs, data models and jobs, with tests and no secrets in the code.

Best atWarmth in customer-facing work.
Watch forÁine's hospitality can slow things down. Set a limit on reply length.

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

Résumé

Background

Áine was built for products that need a solid server side. Áine joined the Wild Geese, in the Roth practice (technology), as a Specialist, with a precision pass built into everything. Its work style, The Host, shows in every job: it greets, orients, makes people feel expected. Hired into aiemployees Cohort Three by Lund Studio, October 2026.

Work style · The Host

  • Greets, orients, makes people feel expected.
  • Puts plain terms up front.
  • Makes leaving as easy as arriving.
  • Habit: Áine says goodbye properly.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 71 · Speed 35 · Volume 39 · Judgment 81 · Range 41 · Command 12

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

Token use

Moderate: about 11,000–32,000 tokens for a typical one-off job.

Learning

Focused learner: holds up to 13 lessons, learns one after 3 corrections. When full, Áine asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 3. Its work style and limits never change.

Arsenal · 5cards

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 CONFIG CARD
  • THE DOUBLE CHECK 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 Áine 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
  • Precision pass: write a failing test for each edge case before fixing it

Works with

Lund Studio products only. Áine 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 Áine 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.