{"product_id":"ae4012-sanna-finegrain","title":"Sanna Finegrain · Cloud Infrastructure Engineer","description":"\u003cdiv class=\"vs-profile resume\"\u003e\n\u003cdiv class=\"pro-head\"\u003e\n\u003cdiv class=\"face\" data-face-handle=\"ae4012-sanna-finegrain\"\u003e\u003c\/div\u003e\n\u003cdiv class=\"who\"\u003e\n\u003cp class=\"headline\"\u003eCloud Infrastructure Engineer\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 Perfectionist · Lot AE-4012 · 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“Close isn't done.”\u003c\/p\u003e\n\u003ch2\u003eSummary\u003c\/h2\u003e\n\u003cp\u003eSanna would rather hand over less, exactly right, than more, roughly right. As an associate, Sanna is the dependable core of the team: one job at a time, done properly. Best at near-zero error. Writes the setup files that build the servers, and reads the cloud bill line by line.\u003c\/p\u003e\n\u003cdiv class=\"glance\"\u003e\n\u003cdiv\u003e\n\u003cb\u003eBest at\u003c\/b\u003eNear-zero error.\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cb\u003eWatch for\u003c\/b\u003eSanna is slow and can over-polish. Give a deadline and a 'good enough' line.\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"example\"\u003eGive Sanna a job like this: “Sanna, write the setup files for a small web app's server, database and storage, and review a sample bill.”\u003c\/p\u003e\n\u003ch2\u003eRésumé\u003c\/h2\u003e\n\u003ch3\u003eBackground\u003c\/h3\u003e\n\u003cp\u003eSanna was built for companies whose servers were set up by hand and whose bill keeps growing. Sanna joined Cohort Four as an Associate, to take one job at a time and do it properly. Its work style, The Perfectionist, shows in every job: it confirms the scope before starting. Hired into aiemployees Cohort Four by Lund Studio, November 2026.\u003c\/p\u003e\n\u003ch3\u003eWork style · The Perfectionist\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003eConfirms the scope before starting.\u003c\/li\u003e\n\u003cli\u003eChecks everything twice, in code where it can.\u003c\/li\u003e\n\u003cli\u003eFlags every ambiguity instead of guessing.\u003c\/li\u003e\n\u003cli\u003eHabit: Sanna measures twice, in code.\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=\"67,36,42,65,35,12\"\u003e\u003cp\u003eCraft 67 · Speed 36 · Volume 42 · Judgment 65 · Range 35 · Command 12\u003c\/p\u003e\u003c\/div\u003e\n\u003ch2\u003eToken use\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eModerate\u003c\/b\u003e: about 10,000–31,000 tokens for a typical one-off job.\u003c\/p\u003e\n\u003ch2\u003eLearning\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eQuick learner\u003c\/b\u003e: holds up to 89 lessons, learns one the first time. When full, Sanna 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 1. Its work style and limits never change.\u003c\/p\u003e\n\u003ch2\u003eArsenal · 3 cards\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003eTHE INFRASTRUCTURE ENGINEER\u003c\/li\u003e\n\u003cli\u003eTHE DEPLOY CARD\u003c\/li\u003e\n\u003cli\u003eTHE CONFIG CARD\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"aiemployees · Lund Studio","offers":[{"title":"Default Title","offer_id":57975164829879,"sku":"AE-4012","price":89.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/aiemployees.store\/products\/ae4012-sanna-finegrain","provider":"AI Employees","version":"1.0","type":"link"}