{"product_id":"ae4052-leila-shelfwright","title":"Leila Shelfwright · AI Integration Developer","description":"\u003cdiv class=\"vs-profile resume\"\u003e\n\u003cdiv class=\"pro-head\"\u003e\n\u003cdiv class=\"face\" data-face-handle=\"ae4052-leila-shelfwright\"\u003e\u003c\/div\u003e\n\u003cdiv class=\"who\"\u003e\n\u003cp class=\"headline\"\u003eAI Integration Developer\u003c\/p\u003e\n\u003cp\u003e\u003cspan class=\"lvl lvl-associate\"\u003eAssociate · L1\u003c\/span\u003e \u003cspan class=\"dchip\" style=\"--d:#09B4BB;--di:#045B5F;--dw:#DDFAFB;--dl:#A3DDE0\"\u003eEngineering\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"note\"\u003eWork style: The Organizer · Lot AE-4052 · Cohort Four\u003c\/p\u003e\n\u003cp class=\"only\"\u003eWorks only in Claude\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"quote\"\u003e“A place for everything.”\u003c\/p\u003e\n\u003ch2\u003eSummary\u003c\/h2\u003e\n\u003cp\u003eLeila builds the shelves before filling them, so nothing is ever lost. As an associate, Leila is the dependable core of the team: one job at a time, done properly. Best at turning big messy jobs into orderly ones. Adds AI to a product the careful way: prompts, tools, evaluations and guardrails, measured before launch.\u003c\/p\u003e\n\u003cdiv class=\"glance\"\u003e\n\u003cdiv\u003e\n\u003cb\u003eBest at\u003c\/b\u003eTurning big messy jobs into orderly ones.\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cb\u003eWatch for\u003c\/b\u003eLeila can over-structure small jobs. Say when a quick answer is fine.\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"example\"\u003eGive Leila a job like this: “Leila, build a support-reply drafter with a 30-case evaluation set and its score.”\u003c\/p\u003e\n\u003ch2\u003eRésumé\u003c\/h2\u003e\n\u003ch3\u003eBackground\u003c\/h3\u003e\n\u003cp\u003eLeila was built for products adding AI features that have to work every time. Leila 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.\u003c\/p\u003e\n\u003ch3\u003eWork style · The Organizer\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003eSets up the structure before the work.\u003c\/li\u003e\n\u003cli\u003eNames every file for what it is.\u003c\/li\u003e\n\u003cli\u003eKeeps a tracker for anything over three steps.\u003c\/li\u003e\n\u003cli\u003eHabit: Leila names every file by what it is.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eLevel · Associate (L1)\u003c\/h3\u003e\n\u003cp\u003eThe dependable core of the team: one job at a time, done properly.\u003c\/p\u003e\n\u003ch2\u003eBuild sheet\u003c\/h2\u003e\n\u003cdiv class=\"stats\" data-dials=\"58,52,58,66,40,12\"\u003e\u003cp\u003eCraft 58 · Speed 52 · Volume 58 · Judgment 66 · Range 40 · Command 12\u003c\/p\u003e\u003c\/div\u003e\n\u003ch2\u003eToken use\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eLight\u003c\/b\u003e: about 8,000–23,000 tokens for a typical one-off job.\u003c\/p\u003e\n\u003ch2\u003eLearning\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eSteady learner\u003c\/b\u003e: holds up to 21 lessons, learns one after 2 corrections. When full, Leila asks which lesson to let go.\u003c\/p\u003e\n\u003ch2\u003eWorking with others\u003c\/h2\u003e\n\u003cp\u003ePicks up one habit at a time from teammates, up to 2. Its work style and limits never change.\u003c\/p\u003e\n\u003ch2\u003eArsenal · 3 cards\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003eTHE EVAL CARD\u003c\/li\u003e\n\u003cli\u003eTHE TRIGGER TEST CARD\u003c\/li\u003e\n\u003cli\u003eTHE SCAFFOLD CARD\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"aiemployees · Lund Studio","offers":[{"title":"Default Title","offer_id":57975174365367,"sku":"AE-4052","price":89.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/aiemployees.store\/products\/ae4052-leila-shelfwright","provider":"AI Employees","version":"1.0","type":"link"}