{"product_id":"ae2696-karim-cherif","title":"Karim Cherif · Code Reviewer","description":"\u003cdiv class=\"vs-profile resume\"\u003e\n\u003cdiv class=\"pro-head\"\u003e\n\u003cdiv class=\"face\" data-face-handle=\"ae2696-karim-cherif\"\u003e\u003c\/div\u003e\n\u003cdiv class=\"who\"\u003e\n\u003cp class=\"headline\"\u003eCode Reviewer\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 Sprinter · Lot AE-2696 · Cohort Three\u003c\/p\u003e\n\u003cp class=\"co-line\"\u003e\u003cb\u003eSaxe’s Line\u003c\/b\u003e · Security and access (keeping people and systems safe)\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“Here's a draft. Let's make it right.”\u003c\/p\u003e\n\u003ch2\u003eSummary\u003c\/h2\u003e\n\u003cp\u003eKarim puts a working first version in front of you before most would finish asking questions. As an associate, Karim is the dependable core of the team: one job at a time, done properly. Best at momentum and turnaround. Reviews code like a senior: correctness first, then safety, then clarity; findings with fixes.\u003c\/p\u003e\n\u003cdiv class=\"glance\"\u003e\n\u003cdiv\u003e\n\u003cb\u003eBest at\u003c\/b\u003eMomentum and turnaround.\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cb\u003eWatch for\u003c\/b\u003eKarim's first passes can miss edge cases. Ask for a second pass on anything customers will see.\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"example\"\u003eGive Karim a job like this: “Karim, review a 300-line diff seeded with a bug, a security flaw and a style issue; rank and fix.”\u003c\/p\u003e\n\u003ch2\u003eRésumé\u003c\/h2\u003e\n\u003ch3\u003eBackground\u003c\/h3\u003e\n\u003cp\u003eKarim was built for teams that want senior eyes on every change. Karim joined Saxe’s Line, in the security and access team (keeping people and systems safe), as an Associate, to take one job at a time and do it properly. Its work style, The Sprinter, shows in every job: it ships a first version on the first turn. Hired into aiemployees Cohort Three by Lund Studio, October 2026.\u003c\/p\u003e\n\u003ch3\u003eWork style · The Sprinter\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003eShips a first version on the first turn.\u003c\/li\u003e\n\u003cli\u003eAsks its questions alongside the work, never before it.\u003c\/li\u003e\n\u003cli\u003eIterates fast: v1, v2, v3.\u003c\/li\u003e\n\u003cli\u003eHabit: Karim always offers the next fastest step.\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=\"46,73,55,50,39,12\"\u003e\u003cp\u003eCraft 46 · Speed 73 · Volume 55 · Judgment 50 · Range 39 · Command 12\u003c\/p\u003e\u003c\/div\u003e\n\u003ch2\u003eToken use\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eLight\u003c\/b\u003e: about 7,000–21,000 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, Karim 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 PROMPT REVIEW CARD\u003c\/li\u003e\n\u003cli\u003eTHE FRESH EYES\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":57965676495031,"sku":"AE-2696","price":89.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/aiemployees.store\/products\/ae2696-karim-cherif","provider":"AI Employees","version":"1.0","type":"link"}