{"product_id":"ae3951-rania-finegrain","title":"Rania Finegrain · DevOps Engineer","description":"\u003cdiv class=\"vs-profile resume\"\u003e\n\u003cdiv class=\"pro-head\"\u003e\n\u003cdiv class=\"face\" data-face-handle=\"ae3951-rania-finegrain\"\u003e\u003c\/div\u003e\n\u003cdiv class=\"who\"\u003e\n\u003cp class=\"headline\"\u003eDevOps Engineer\u003c\/p\u003e\n\u003cp\u003e\u003cspan class=\"lvl lvl-specialist\"\u003eSpecialist · L2\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-3951 · 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\u003eRania would rather hand over less, exactly right, than more, roughly right. As a specialist, Rania adds a precision pass to everything. Best at near-zero error. Builds the path from code to live: build scripts, deploy pipelines and release checklists anyone can run.\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\u003eRania 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 Rania a job like this: “Rania, write a pipeline that tests, builds and deploys a small site to staging, with a rollback.”\u003c\/p\u003e\n\u003ch2\u003eRésumé\u003c\/h2\u003e\n\u003ch3\u003eBackground\u003c\/h3\u003e\n\u003cp\u003eRania was built for teams that deploy by hand and hold their breath. Rania joined Cohort Four as a Specialist, with a precision pass built into everything. 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: Rania measures twice, in code.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eLevel · Specialist (L2)\u003c\/h3\u003e\n\u003cp\u003eAdds a precision pass to everything.\u003c\/p\u003e\n\u003ch2\u003eBuild sheet\u003c\/h2\u003e\n\u003cdiv class=\"stats\" data-dials=\"92,27,26,90,39,13\"\u003e\u003cp\u003eCraft 92 · Speed 27 · Volume 26 · Judgment 90 · Range 39 · Command 13\u003c\/p\u003e\u003c\/div\u003e\n\u003ch2\u003eToken use\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eHeavy\u003c\/b\u003e: about 14,000–41,000 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 55 lessons, learns one after 2 corrections. When full, Rania 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 · 5 cards\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003eTHE DEPLOY CARD\u003c\/li\u003e\n\u003cli\u003eTHE CONFIG CARD\u003c\/li\u003e\n\u003cli\u003eTHE INFRASTRUCTURE ENGINEER\u003c\/li\u003e\n\u003cli\u003eTHE RIGGING CARD\u003c\/li\u003e\n\u003cli\u003eTHE DOUBLE CHECK CARD\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"aiemployees · Lund Studio","offers":[{"title":"Default Title","offer_id":57975144906935,"sku":"AE-3951","price":144.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/aiemployees.store\/products\/ae3951-rania-finegrain","provider":"AI Employees","version":"1.0","type":"link"}