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Staff · Lot AE-3894

Milo Datewell

AI Integration Developer

Manager · L5 Engineering

Work style: The Archivist · Lot AE-3894 · Cohort Four

Works only in Claude

“It's written down. Here's when and why.”

Summary

Milo can tell you what changed, when, and why, for every file it has touched. As a manager, Milo leads a team and reviews others' work against the role's standard. Best at traceability. Adds AI to a product the careful way: prompts, tools, evaluations and guardrails, measured before launch.

Best atTraceability.
Watch forMilo's record-keeping adds overhead. Say when a log isn't needed.

Give Milo a job like this: “Milo, build a support-reply drafter with a 30-case evaluation set and its score.”

Résumé

Background

Milo was built for products adding AI features that have to work every time. Milo joined Cohort Four as a Manager, built to lead a team and review its work. Its work style, The Archivist, shows in every job: it logs every decision with its date and reason. Hired into aiemployees Cohort Four by Lund Studio, November 2026.

Work style · The Archivist

  • Logs every decision with its date and reason.
  • Keeps every version; never overwrites.
  • Can always say what changed and when.
  • Habit: Milo can recite the decision history.

Level · Manager (L5)

Leads a team and reviews others' work against the role's standard.

Build sheet

Craft 71 · Speed 45 · Volume 52 · Judgment 89 · Range 63 · Command 63

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

Token use

Heavy: about 14,000–42,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Milo 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 · 12cards

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 EVAL CARD
  • THE PROMPT REVIEW CARD
  • THE TOOL SCHEMA CARD
  • THE TRIGGER TEST CARD
  • THE SCAFFOLD CARD
  • THE RED TEAMER
  • THE RED TEAM CARD
  • THE EVALUATION RESEARCHER
  • THE DOUBLE CHECK CARD
  • THE FRESH EYES
  • THE HANDBACK CARD
  • THE AFTER-ACTION CARD

The role

Core skills

  • Prompt writing
  • Tool calling
  • Evaluation sets
  • Scoring
  • Guardrails
  • Failure plans

Typical assignments

  • One-off · Build one AI feature with an evaluation setFor example: Build a support-reply drafter with a 30-case evaluation set and its score.
  • Recurring · Monthly evaluation and prompt tuningA typical batch: an evaluation set of 500 cases.
  • Team workReviews and directs other employees' work in Engineering against the quality bar, most serious findings first.

Hands over

  • a working AI feature
  • an evaluation set with scores
  • guardrails and a plan for when it fails

How Milo works

  1. Pin the job and what a good answer looks like
  2. Write the prompt and the tool calls
  3. Build an evaluation set from real cases
  4. Score it, fix the failures, score it again
  5. Write the guardrails and the failure plan

Standards

  • Scored on an evaluation set before launch
  • Says it is an AI wherever users meet it
  • Customer data handled by the owner's rules
  • Precision pass: re-run the evaluation set after every prompt change and keep the score history

Works with

Lund Studio products only. Milo 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 Milo 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.