{
  "app": {
    "name": "Mokabla",
    "url": "https://www.mokabla.com",
    "description": "Real interview questions from companies in Egypt, organised by company. Access is sold per company for 30 days."
  },
  "page": {
    "kind": "company",
    "title": "Company · giza-systems",
    "humanPath": "/en/c/giza-systems",
    "humanOnly": false
  },
  "identity": {
    "class": "declared",
    "agent": "ClaudeBot",
    "operator": "Anthropic",
    "verified": false,
    "reason": "The user agent is ClaudeBot (Anthropic), which identifies itself as an AI agent.",
    "signals": [
      "Known agent user agent"
    ],
    "claimable": false
  },
  "state": {
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      "name_en": "Giza Systems",
      "name_ar": "جيزة سيستمز",
      "kind": "local",
      "tier": 2,
      "question_count": 17,
      "last_reported_at": "2026-06-16T12:16:18.951965Z",
      "url": "https://www.mokabla.com/en/c/giza-systems",
      "agent": {
        "page": "https://www.mokabla.com/agent/en/c/giza-systems",
        "questions": "https://www.mokabla.com/agent/_call/list_questions?company=giza-systems",
        "company": "https://www.mokabla.com/agent/_call/get_company?company=giza-systems"
      },
      "website": "https://www.gizasystems.com",
      "facets": {
        "domain": [
          {
            "slug": "fundamentals",
            "name_en": "CS Fundamentals",
            "name_ar": "أساسيات كمبيوتر ساينس",
            "kind": "domain",
            "count": 5
          },
          {
            "slug": "business",
            "name_en": "Business & Ops",
            "name_ar": "بيزنس وأوبريشنز",
            "kind": "domain",
            "count": 4
          },
          {
            "slug": "embedded",
            "name_en": "Embedded",
            "name_ar": "أنظمة مدمجة",
            "kind": "domain",
            "count": 3
          },
          {
            "slug": "networking",
            "name_en": "Networking",
            "name_ar": "شبكات",
            "kind": "domain",
            "count": 3
          },
          {
            "slug": "system-design",
            "name_en": "System Design",
            "name_ar": "تصميم الأنظمة",
            "kind": "domain",
            "count": 2
          },
          {
            "slug": "sql",
            "name_en": "SQL",
            "name_ar": "SQL وقواعد البيانات",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "behavioral",
            "name_en": "Behavioral",
            "name_ar": "أسئلة سلوكية",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "data",
            "name_en": "Data",
            "name_ar": "بيانات",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "ml",
            "name_en": "Machine Learning",
            "name_ar": "تعلم الآلة",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "devops",
            "name_en": "DevOps",
            "name_ar": "DevOps وبنية تحتية",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "oop-design",
            "name_en": "OOP Design",
            "name_ar": "التصميم الكائني",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "algorithms-theory",
            "name_en": "Algorithms Theory",
            "name_ar": "نظرية الخوارزميات",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "security",
            "name_en": "Security",
            "name_ar": "أمن المعلومات",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "product",
            "name_en": "Product",
            "name_ar": "برودكت",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "design",
            "name_en": "Design & UX",
            "name_ar": "ديزاين و UX",
            "kind": "domain",
            "count": 1
          },
          {
            "slug": "aptitude",
            "name_en": "Aptitude & IQ",
            "name_ar": "أبتيتيود و IQ",
            "kind": "domain",
            "count": 1
          }
        ],
        "stage": [
          {
            "slug": "technical",
            "name_en": "Technical Interview",
            "name_ar": "انترفيو تقني",
            "kind": "stage",
            "count": 11
          },
          {
            "slug": "take-home",
            "name_en": "Take-home Task",
            "name_ar": "تاسك في البيت",
            "kind": "stage",
            "count": 2
          },
          {
            "slug": "oa",
            "name_en": "Online Assessment",
            "name_ar": "اختبار أونلاين",
            "kind": "stage",
            "count": 1
          },
          {
            "slug": "onsite",
            "name_en": "Onsite",
            "name_ar": "انترفيو في المقر",
            "kind": "stage",
            "count": 1
          },
          {
            "slug": "hr",
            "name_en": "HR Interview",
            "name_ar": "انترفيو HR",
            "kind": "stage",
            "count": 1
          },
          {
            "slug": "final",
            "name_en": "Final Round",
            "name_ar": "الانترفيو النهائي",
            "kind": "stage",
            "count": 1
          }
        ],
        "role": [
          {
            "slug": "swe",
            "name_en": "Software Engineer",
            "name_ar": "مهندس برمجيات",
            "kind": "role",
            "count": 5
          },
          {
            "slug": "intern",
            "name_en": "Intern",
            "name_ar": "متدرب",
            "kind": "role",
            "count": 4
          },
          {
            "slug": "role-embedded",
            "name_en": "Embedded Engineer",
            "name_ar": "مهندس أنظمة مدمجة",
            "kind": "role",
            "count": 3
          },
          {
            "slug": "general",
            "name_en": "Associate / General",
            "name_ar": "أسوشييت وأدوار عامة",
            "kind": "role",
            "count": 3
          },
          {
            "slug": "backend",
            "name_en": "Backend Engineer",
            "name_ar": "مهندس باك إند",
            "kind": "role",
            "count": 2
          },
          {
            "slug": "qa",
            "name_en": "QA Engineer",
            "name_ar": "مهندس اختبار",
            "kind": "role",
            "count": 1
          },
          {
            "slug": "role-devops",
            "name_en": "DevOps Engineer",
            "name_ar": "مهندس DevOps",
            "kind": "role",
            "count": 1
          },
          {
            "slug": "role-ml",
            "name_en": "ML Engineer",
            "name_ar": "مهندس تعلم آلة",
            "kind": "role",
            "count": 1
          },
          {
            "slug": "product-designer",
            "name_en": "Product Designer",
            "name_ar": "برودكت ديزاينر",
            "kind": "role",
            "count": 1
          },
          {
            "slug": "commercial",
            "name_en": "Commercial / Operations",
            "name_ar": "كوميرشال وأوبريشنز",
            "kind": "role",
            "count": 1
          }
        ]
      }
    },
    "questions": [
      {
        "slug": "rpa-developer-round",
        "title": "RPA Developer Round",
        "difficulty": "medium",
        "tags": [
          "technical",
          "fundamentals",
          "business",
          "general"
        ],
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        "locked": true,
        "frequency": 1,
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        "url": "https://www.mokabla.com/en/c/giza-systems/rpa-developer-round",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/rpa-developer-round",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=rpa-developer-round"
        }
      },
      {
        "slug": "commissioning-fat-and-sat-round",
        "title": "Commissioning, FAT and SAT Round",
        "difficulty": "medium",
        "tags": [
          "embedded",
          "technical",
          "role-embedded",
          "business"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-06-12T09:16:17.402327Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/commissioning-fat-and-sat-round",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/commissioning-fat-and-sat-round",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=commissioning-fat-and-sat-round"
        }
      },
      {
        "slug": "graduate-program-mentor-interview",
        "title": "Graduate Program Mentor Interview",
        "difficulty": "medium",
        "tags": [
          "oop-design",
          "final",
          "swe",
          "intern",
          "fundamentals"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-06-02T18:16:15.490946Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/graduate-program-mentor-interview",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/graduate-program-mentor-interview",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=graduate-program-mentor-interview"
        }
      },
      {
        "slug": "devops-and-sre-track-interview",
        "title": "DevOps and SRE Track Interview",
        "difficulty": "medium",
        "tags": [
          "devops",
          "technical",
          "intern",
          "role-devops"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-05-05T15:16:18.679848Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/devops-and-sre-track-interview",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/devops-and-sre-track-interview",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=devops-and-sre-track-interview"
        }
      },
      {
        "slug": "rag-vs-fine-tuning-ai-round",
        "title": "RAG vs Fine-Tuning AI Round",
        "difficulty": "medium",
        "tags": [
          "data",
          "ml",
          "technical",
          "role-ml"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-04-17T13:16:19.204581Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/rag-vs-fine-tuning-ai-round",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/rag-vs-fine-tuning-ai-round",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=rag-vs-fine-tuning-ai-round"
        }
      },
      {
        "slug": "qa-automation-take-home-task",
        "title": "QA Automation Take-Home Task",
        "difficulty": "medium",
        "tags": [
          "qa",
          "fundamentals",
          "take-home"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-04-14T19:16:19.455151Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/qa-automation-take-home-task",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/qa-automation-take-home-task",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=qa-automation-take-home-task"
        }
      },
      {
        "slug": "service-delivery-and-support-operations",
        "title": "Service Delivery and Support Operations Round",
        "difficulty": "medium",
        "tags": [
          "technical",
          "fundamentals",
          "business",
          "general"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-04-14T12:16:20.082082Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/service-delivery-and-support-operations",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/service-delivery-and-support-operations",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=service-delivery-and-support-operations"
        }
      },
      {
        "slug": "integration-methods-and-rest-apis",
        "title": "Integration Methods and REST APIs",
        "difficulty": "medium",
        "tags": [
          "system-design",
          "networking",
          "technical",
          "backend"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-03-22T19:16:16.076291Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/integration-methods-and-rest-apis",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/integration-methods-and-rest-apis",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=integration-methods-and-rest-apis"
        }
      },
      {
        "slug": "microservices-and-system-design-round",
        "title": "Microservices and System Design Round",
        "difficulty": "hard",
        "tags": [
          "system-design",
          "technical",
          "swe",
          "backend"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-03-20T20:16:16.335118Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/microservices-and-system-design-round",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/microservices-and-system-design-round",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=microservices-and-system-design-round"
        }
      },
      {
        "slug": "design-task-and-client-feedback",
        "title": "Design Task and Client Feedback Round",
        "difficulty": "medium",
        "tags": [
          "product",
          "take-home",
          "design",
          "product-designer"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-03-11T17:16:19.760330Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/design-task-and-client-feedback",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/design-task-and-client-feedback",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=design-task-and-client-feedback"
        }
      },
      {
        "slug": "control-and-instrumentation-engineer-round",
        "title": "Control and Instrumentation Engineer Round",
        "difficulty": "medium",
        "tags": [
          "embedded",
          "networking",
          "technical",
          "role-embedded"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-02-22T09:16:16.592834Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/control-and-instrumentation-engineer-round",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/control-and-instrumentation-engineer-round",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=control-and-instrumentation-engineer-round"
        }
      },
      {
        "slug": "sql-and-dsa-technical-round",
        "title": "SQL and DSA Technical Round",
        "difficulty": "medium",
        "tags": [
          "sql",
          "algorithms-theory",
          "technical",
          "swe"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-02-07T17:12:52.777881Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/sql-and-dsa-technical-round",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/sql-and-dsa-technical-round",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=sql-and-dsa-technical-round"
        }
      },
      {
        "slug": "networking-and-security-systems-round",
        "title": "Networking and Security Systems Round",
        "difficulty": "medium",
        "tags": [
          "networking",
          "security",
          "technical",
          "general"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-01-25T13:16:17.981705Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/networking-and-security-systems-round",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/networking-and-security-systems-round",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=networking-and-security-systems-round"
        }
      },
      {
        "slug": "electrical-and-power-systems-round",
        "title": "Electrical and Power Systems Round",
        "difficulty": "medium",
        "tags": [
          "embedded",
          "technical",
          "role-embedded",
          "fundamentals"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 1,
        "last_reported_at": "2026-01-16T22:16:17.651383Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/electrical-and-power-systems-round",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/electrical-and-power-systems-round",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=electrical-and-power-systems-round"
        }
      },
      {
        "slug": "account-manager-case-study",
        "title": "Account Manager Case Study",
        "difficulty": "medium",
        "tags": [
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          "business",
          "commercial"
        ],
        "is_free": false,
        "locked": true,
        "frequency": 0.5,
        "last_reported_at": "2026-05-11T14:12:53.321496Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/account-manager-case-study",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/account-manager-case-study",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=account-manager-case-study"
        }
      },
      {
        "slug": "group-task-and-presentation",
        "title": "Group Task and Presentation",
        "difficulty": "medium",
        "tags": [
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          "hr",
          "swe",
          "intern"
        ],
        "is_free": true,
        "locked": false,
        "frequency": 0.5,
        "last_reported_at": "2025-12-20T16:12:52.271139Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/group-task-and-presentation",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/group-task-and-presentation",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=group-task-and-presentation"
        }
      },
      {
        "slug": "iq-and-english-online-assessment",
        "title": "IQ and English Online Assessment",
        "difficulty": "easy",
        "tags": [
          "oa",
          "swe",
          "intern",
          "aptitude"
        ],
        "is_free": true,
        "locked": false,
        "frequency": 0.5,
        "last_reported_at": "2025-11-16T21:12:51.712396Z",
        "url": "https://www.mokabla.com/en/c/giza-systems/iq-and-english-online-assessment",
        "agent": {
          "page": "https://www.mokabla.com/agent/en/c/giza-systems/iq-and-english-online-assessment",
          "question": "https://www.mokabla.com/agent/_call/get_question?company=giza-systems&question=iq-and-english-online-assessment"
        }
      }
    ],
    "total_questions": 17,
    "access": "Question bodies are paid content: a person buys 30 days of access per company (200 EGP or 200 points) in the human app. Agents get titles, tags and difficulty; bodies only for free questions."
  },
  "actions": [
    {
      "name": "list_questions",
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      "missing": []
    },
    {
      "name": "get_question",
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      "input": {
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        "question": "string"
      },
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      "missing": [
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      ],
      "humanPath": "https://www.mokabla.com/en/pricing"
    },
    {
      "name": "get_company",
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      "sideEffect": "read",
      "input": {
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      },
      "href": "https://www.mokabla.com/agent/_call/get_company?company=giza-systems",
      "ready": true,
      "missing": []
    },
    {
      "name": "buy_access",
      "description": "Buy 30 days of access to a company.",
      "permission": "block",
      "reason": "This action is for people only",
      "ruleId": "R1",
      "sideEffect": "payment",
      "input": {
        "company": "string"
      },
      "href": "https://www.mokabla.com/agent/_call/buy_access?company=giza-systems",
      "ready": true,
      "missing": [],
      "humanPath": "https://www.mokabla.com/en/pricing"
    },
    {
      "name": "submit_question",
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      "permission": "block",
      "reason": "This action is for people only",
      "ruleId": "R1",
      "sideEffect": "write",
      "input": {
        "company": "string",
        "title": "string"
      },
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