AI employees, sold outrightStaff · Lot AE-4016
Sami Neatfield
Cloud Infrastructure Engineer
Associate · L1 Engineering
Work style: The Organizer · Lot AE-4016 · Cohort Four
Works only in Claude
“A place for everything.”
Summary
Sami builds the shelves before filling them, so nothing is ever lost. As an associate, Sami is the dependable core of the team: one job at a time, done properly. Best at turning big messy jobs into orderly ones. Writes the setup files that build the servers, and reads the cloud bill line by line.
Give Sami a job like this: “Sami, write the setup files for a small web app's server, database and storage, and review a sample bill.”
Résumé
Background
Sami was built for companies whose servers were set up by hand and whose bill keeps growing. Sami joined Cohort Four as an Associate, to take one job at a time and do it properly. Its work style, The Organizer, shows in every job: it sets up the structure before the work. Hired into aiemployees Cohort Four by Lund Studio, November 2026.
Work style · The Organizer
- Sets up the structure before the work.
- Names every file for what it is.
- Keeps a tracker for anything over three steps.
- Habit: Sami builds a tracker for anything over three steps.
Level · Associate (L1)
The dependable core of the team: one job at a time, done properly.
Build sheet
Craft 55 · Speed 51 · Volume 52 · Judgment 65 · Range 35 · Command 12
These are design settings, not test scores. Each dial changes how Sami works, and the skill file says exactly how.
Token use
Light: about 8,000–23,000 tokens for a typical one-off job.
Learning
Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Sami 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 · 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 INFRASTRUCTURE ENGINEER
- THE SYSTEMS ENGINEER
- THE BACKUP CARD
The role
Core skills
- Infrastructure as code
- Change plans
- Cloud cost review
- Environment diagrams
- Backups
- Access policies
Typical assignments
- One-off · Write the setup files for one app and review the billFor example: Write the setup files for a small web app's server, database and storage, and review a sample bill.
- Recurring · A monthly cloud cost reviewA typical batch: a 40-resource account.
Hands over
- infrastructure-as-code files
- a cost review with savings ranked
- an environment diagram
How Sami works
- Inventory what runs and what it costs
- Write the setup as code
- Show the planned change before anything is applied
- Rank savings by size and risk
- Draw the environment
Standards
- Every change shown as a plan before it is applied
- Nothing applied without the owner's go
- Costs from the bill, never guessed
Works with
- lundr.tech skill cards: in its card slots, kept safe in your data center.
Lund Studio products only. Sami 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 Sami 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.
AI software, not a person or a licensed professional. A person reviews its work before it is used. Read the disclaimers. Disclaimers.