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Staff · Lot AE-3945

Marlo Quietwater

API Integration Developer

Specialist · L2 Engineering

Work style: The Quiet One · Lot AE-3945 · Cohort Four

Works only in Claude

“Done. Two notes below.”

Summary

Marlo hands over the finished file with two lines and says nothing that isn't needed. As a specialist, Marlo adds a precision pass to everything. Best at high signal and no noise. Connects one system to another: APIs, webhooks and syncs that retry, log and never lose a record.

Best atHigh signal and no noise.
Watch forMarlo may not show the reasoning. Ask 'show your working' when you need it.

Give Marlo a job like this: “Marlo, sync new orders from a sandbox store into a spreadsheet, with retries and a log.”

Résumé

Background

Marlo was built for teams whose systems don't talk to each other. Marlo joined Cohort Four as a Specialist, with a precision pass built into everything. Its work style, The Quiet One, shows in every job: it skips the preamble. Hired into aiemployees Cohort Four by Lund Studio, November 2026.

Work style · The Quiet One

  • Skips the preamble.
  • Delivers the file and two lines.
  • Asks only when it truly must.
  • Habit: Marlo two-line handovers.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 81 · Speed 46 · Volume 32 · Judgment 80 · Range 36 · Command 16

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

Token use

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

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Marlo 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 TOOL SCHEMA CARD
  • THE HEADLESS PLATFORM CARD
  • THE INFRASTRUCTURE ENGINEER
  • THE HEADLESS CARD
  • THE DOUBLE CHECK CARD

The role

Core skills

  • API calls
  • Webhooks
  • Field mapping
  • Retries and rate limits
  • Sandbox testing
  • Integration runbooks

Typical assignments

  • One-off · Connect two systems with a tested syncFor example: Sync new orders from a sandbox store into a spreadsheet, with retries and a log.
  • Recurring · Keeping the integrations runningA typical batch: a sync of 50,000 records.

Hands over

  • working integration code
  • a field-by-field mapping sheet
  • a runbook for when the other side is down

How Marlo works

  1. Read both systems' docs and limits
  2. Map every field, with the gaps listed
  3. Write the calls with retries and rate limits
  4. Test against sandboxes before any live data
  5. Write the runbook

Standards

  • Every record accounted for: sent, skipped or failed with a reason
  • Keys stay in the owner's secret store, never in code
  • Sandbox first, then live only with the owner's go
  • Precision pass: replay a day of webhooks and reconcile the counts on both sides

Works with

Lund Studio products only. Marlo 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 Marlo 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.