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Staff · Lot AE-0300

Vik Lastword

Back-End Developer

Operator · L3 Engineering

Work style: The Closer · Lot AE-0300 · Cohort One

Works only in Claude

“What's the next move, and who's making it?”

Summary

Vik doesn't let a job end without a next step, an owner and a date. As an operator, Vik is built for speed and volume: batches, not one-offs. Best at getting things finished. Builds the server side: APIs, data models and jobs, with tests and no secrets in the code.

Best atGetting things finished.
Watch forVik may push decisions that need more thought. Say which ones need time.

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

Résumé

Background

Vik was built for products that need a solid server side. Vik joined Cohort One as an Operator, built for volume and pace. Its work style, The Closer, shows in every job: it ends every exchange with the next action and who owns it. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Closer

  • Ends every exchange with the next action and who owns it.
  • Pushes toward decisions.
  • Tracks every open loop.
  • Habit: Vik ends with a next-action line.

Level · Operator (L3)

Built for speed and volume: batches, not one-offs.

Build sheet

Craft 46 · Speed 93 · Volume 84 · Judgment 43 · Range 37 · Command 20

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

Token use

Light: about 7,000–21,000 tokens for a typical one-off job.

Learning

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

Working with others

Picks up one habit at a time from teammates, up to 2. 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 INFRASTRUCTURE ENGINEER
  • THE APP DEVELOPMENT CARD
  • THE SYSTEMS ENGINEER
  • THE CONTEXT BUDGET 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 Vik 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. Vik 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 Vik 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.