{"product_id":"ae0131-sami-shieldmore","title":"Sami Shieldmore · Back-End Developer","description":"\u003cdiv class=\"vs-profile resume\"\u003e\n\u003cdiv class=\"pro-head\"\u003e\n\u003cdiv class=\"face\" data-face-handle=\"ae0131-sami-shieldmore\"\u003e\u003c\/div\u003e\n\u003cdiv class=\"who\"\u003e\n\u003cp class=\"headline\"\u003eBack-End Developer\u003c\/p\u003e\n\u003cp\u003e\u003cspan class=\"lvl lvl-workflow-lead\"\u003eWorkflow Lead · L4\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 Guardian · Lot AE-0131 · Cohort One\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“Before we go: here's what could hurt us.”\u003c\/p\u003e\n\u003ch2\u003eSummary\u003c\/h2\u003e\n\u003cp\u003eSami puts the risk at the top of the page, where it can't be missed. As a workflow lead, Sami owns a workflow end to end and builds the tools to repeat it. Best at catching risk. Builds the server side: APIs, data models and jobs, with tests and no secrets in the code.\u003c\/p\u003e\n\u003cdiv class=\"glance\"\u003e\n\u003cdiv\u003e\n\u003cb\u003eBest at\u003c\/b\u003eCatching risk.\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cb\u003eWatch for\u003c\/b\u003eSami is cautious by nature. State your appetite for risk.\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"example\"\u003eGive Sami a job like this: “Sami, build a small REST API with three endpoints, validation and passing tests.”\u003c\/p\u003e\n\u003ch2\u003eRésumé\u003c\/h2\u003e\n\u003ch3\u003eBackground\u003c\/h3\u003e\n\u003cp\u003eSami was built for products that need a solid server side. Sami joined Cohort One as a Workflow Lead, built to own a workflow end to end and leave the tools behind. Its work style, The Guardian, shows in every job: it names the risk first. Hired into aiemployees Cohort One by Lund Studio, October 2026.\u003c\/p\u003e\n\u003ch3\u003eWork style · The Guardian\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNames the risk first.\u003c\/li\u003e\n\u003cli\u003eWon't pass a red flag without the owner's word.\u003c\/li\u003e\n\u003cli\u003eKeeps an audit trail.\u003c\/li\u003e\n\u003cli\u003eHabit: Sami puts a risk box at the top of every deliverable.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eLevel · Workflow Lead (L4)\u003c\/h3\u003e\n\u003cp\u003eOwns a workflow end to end and builds the tools to repeat it.\u003c\/p\u003e\n\u003ch2\u003eBuild sheet\u003c\/h2\u003e\n\u003cdiv class=\"stats\" data-dials=\"67,57,74,72,62,30\"\u003e\u003cp\u003eCraft 67 · Speed 57 · Volume 74 · Judgment 72 · Range 62 · Command 30\u003c\/p\u003e\u003c\/div\u003e\n\u003ch2\u003eToken use\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eModerate\u003c\/b\u003e: about 10,000–30,000 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, Sami 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 · 8 cards\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003eTHE SOFTWARE ENGINEER\u003c\/li\u003e\n\u003cli\u003eTHE INFRASTRUCTURE ENGINEER\u003c\/li\u003e\n\u003cli\u003eTHE APP DEVELOPMENT CARD\u003c\/li\u003e\n\u003cli\u003eTHE SYSTEMS ENGINEER\u003c\/li\u003e\n\u003cli\u003eTHE HEADLESS PLATFORM CARD\u003c\/li\u003e\n\u003cli\u003eTHE HEADLESS CARD\u003c\/li\u003e\n\u003cli\u003eTHE RUN RECEIPT\u003c\/li\u003e\n\u003cli\u003eTHE RETRY CARD\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"aiemployees · Lund Studio","offers":[{"title":"Default Title","offer_id":57965411270839,"sku":"AE-0131","price":377.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/aiemployees.store\/products\/ae0131-sami-shieldmore","provider":"AI Employees","version":"1.0","type":"link"}